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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.
CAAP1 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
71.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
65.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
56.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
55.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
46.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
39.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
37.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
36.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
34.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
34.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
33.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
32.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
32.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
30.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
30.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
30.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
29.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
27.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
27.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
26.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
24.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
24.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
24.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
24.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
23.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
23.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
21.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
21.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
21.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
21.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
20.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
20.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
19.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
18.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
17.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
17.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
17.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
17.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
17.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
16.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
15.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
15.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
14.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
14.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
14.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
14.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
13.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
13.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
12.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
12.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
11.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
11.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
11.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
11.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
11.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
11.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
10.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
8.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
8.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
8.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
7.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
5.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
3.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 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.
CAAP1 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
9.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
40.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
39.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
38.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
33.0
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
29.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
27.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
26.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
24.3
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
20.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
20.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
20.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
19.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
18.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
17.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
17.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
17.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
17.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
17.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
17.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
16.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
16.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
16.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
16.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
16.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
16.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
15.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
15.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
15.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
15.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
15.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
15.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
15.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
15.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
14.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
14.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
14.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
14.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
14.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
14.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
14.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
14.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
14.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
14.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
14.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
14.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
14.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
14.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
14.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
13.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
13.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
13.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
13.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
13.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
13.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
13.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
13.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
13.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
13.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
13.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
13.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
13.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
13.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
13.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
13.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
13.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
13.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
13.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
12.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
12.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
12.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
12.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
12.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
12.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
12.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
12.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
12.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
12.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
12.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
12.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
12.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
12.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
12.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
12.2
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
12.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
12.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
12.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
12.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
12.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
12.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
12.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
12.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
12.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
12.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
11.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
11.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
11.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
11.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
11.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
11.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
11.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
11.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
11.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
11.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
11.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
11.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
11.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
11.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
11.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
11.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
11.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
11.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
11.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
11.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
11.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
11.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
11.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
11.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
11.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
11.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
11.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
11.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
11.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
11.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
11.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
11.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
11.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
11.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
11.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
11.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
11.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
11.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
11.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
11.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
11.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
10.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
10.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
10.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
10.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
10.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
10.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
10.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
10.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
10.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
10.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
10.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
10.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
10.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
10.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
10.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
10.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
10.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
10.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
10.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
10.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
10.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
10.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
10.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
10.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
10.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
10.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
10.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
10.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
10.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
10.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
10.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
10.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
10.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
10.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
10.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
10.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
10.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
10.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
10.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
10.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
10.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
10.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
10.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
10.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
10.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
10.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
10.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
10.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
10.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
10.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
10.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
10.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
10.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
10.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
10.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
10.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
9.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
9.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
9.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
9.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
9.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
9.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
9.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
9.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
9.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
9.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
9.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
9.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
9.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
9.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
9.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
9.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
9.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
9.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
9.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
9.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
9.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
9.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
9.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
9.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
9.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
9.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
9.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
9.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
9.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
9.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
9.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
9.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
9.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
9.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
9.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
9.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
9.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
9.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
9.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
9.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
9.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
9.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
9.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
9.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
9.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
9.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
9.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
9.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
9.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
9.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
9.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
9.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
9.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
9.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
9.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
9.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
9.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
9.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
9.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
8.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
8.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
8.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
8.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
8.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
8.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
8.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
8.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
8.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
8.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
8.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
8.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
8.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
8.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
8.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
8.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
8.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
8.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
8.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
8.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
8.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
8.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
8.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
8.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
8.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
8.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
8.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
8.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
8.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
8.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
8.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
8.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
8.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
8.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
8.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
8.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
8.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
8.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
8.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
8.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
8.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
8.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
8.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
8.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
8.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
8.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
8.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
8.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
8.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
8.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
8.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
8.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
8.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
8.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
8.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
7.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
7.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
7.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
7.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
7.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
7.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
7.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
7.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
7.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
7.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
7.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
7.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
7.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
7.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
7.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
7.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
7.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
7.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
7.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
7.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
7.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
7.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
7.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
7.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
7.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
7.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
7.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
7.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
7.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
7.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
7.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
7.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
7.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
7.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
7.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
7.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
7.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
7.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
7.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
7.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
7.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
7.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
7.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
7.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
7.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
7.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
7.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
7.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
7.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
7.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
7.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
7.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
7.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
7.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
7.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
7.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
7.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
7.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
6.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
6.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
6.9
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
6.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
6.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
6.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
6.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
6.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
6.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
6.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
6.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
6.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
6.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
6.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
6.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
6.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
6.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
6.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
6.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
6.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
6.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
6.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
6.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
6.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
6.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
6.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
6.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
6.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
6.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
6.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
6.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
6.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
6.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
6.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
6.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
6.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
6.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
6.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
6.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
6.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
5.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
5.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
5.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
5.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
5.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
5.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
5.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
5.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
5.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
5.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
5.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
5.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
5.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
5.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
5.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
5.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
5.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
5.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
5.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
5.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
5.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
5.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
5.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
5.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
5.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
5.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
5.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
5.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
5.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
5.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
5.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
5.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
5.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
5.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
5.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
5.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
5.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
5.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
5.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
5.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
5.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
5.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
5.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
5.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
4.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
4.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
4.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
4.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
4.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
4.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
4.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
4.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
4.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
4.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
4.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
4.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
4.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
4.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
4.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
4.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
4.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
4.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
4.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
4.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
4.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
4.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
4.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
4.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
4.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
4.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
4.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
4.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
4.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
3.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
3.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
3.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
3.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
3.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
3.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
3.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
3.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
3.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
3.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
3.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
3.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
3.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
2.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
2.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
2.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
2.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
2.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
2.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CAAP1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
23.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
21.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
20.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
20.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
19.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
19.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
18.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
17.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
17.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
16.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
16.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
16.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
16.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
15.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
15.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
15.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
15.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
14.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
14.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
14.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
14.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
14.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
14.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
14.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
14.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
13.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
13.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
13.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
13.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
13.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
13.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
13.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
13.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
13.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
13.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
13.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
12.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
12.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
12.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
12.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
12.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
12.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
12.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
11.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
11.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
11.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
11.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
11.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
11.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
11.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
11.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
11.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
11.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
11.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
11.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
11.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
11.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
11.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
11.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
10.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
10.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
10.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
10.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
10.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
10.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
9.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
9.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
9.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
9.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
9.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
9.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
9.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
9.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
8.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
8.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
8.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
8.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
8.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
8.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
7.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
7.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
7.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
7.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
7.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
7.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
7.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
7.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
6.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
6.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
6.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
6.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
5.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
5.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
4.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 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.
CAAP1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
63.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
63.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
37.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
36.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
33.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
31.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
29.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
29.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
28.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
23.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
22.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
22.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
20.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
19.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
18.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
18.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
18.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
17.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
17.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
17.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
17.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
17.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
17.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
17.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
16.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
16.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
16.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
16.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
16.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
16.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
16.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
16.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
16.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
16.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
16.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
16.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
15.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
15.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
15.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
15.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
15.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
15.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
15.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
15.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
15.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
14.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
14.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
14.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
14.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
14.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
14.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
14.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
14.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
14.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
13.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
13.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
13.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
13.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
13.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
13.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
13.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
13.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
13.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
13.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
13.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
12.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
12.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
12.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
12.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
12.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
12.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
12.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
12.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
12.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
12.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
12.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
12.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
11.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
11.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
11.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
11.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
11.7
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
11.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
11.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
11.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
11.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
11.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
11.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
11.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
11.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
11.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
11.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
11.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
11.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
11.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
10.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
10.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
10.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
10.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
10.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
10.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
10.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
10.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
10.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
10.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
10.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
10.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
10.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
10.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
10.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
10.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
10.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
10.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
10.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
10.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
10.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
10.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
10.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
10.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
10.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
9.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
9.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
9.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
9.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
9.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
9.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
9.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
9.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
9.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
9.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
9.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
9.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
9.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
9.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
9.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
9.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
9.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
9.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
9.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
8.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
8.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
8.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
8.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
8.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
8.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
8.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
8.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
8.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
8.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
8.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
8.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
8.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
8.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
8.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
8.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
8.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
8.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
7.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
7.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
7.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
7.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
7.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
7.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
7.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
7.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
7.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
7.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
7.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
7.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
7.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
7.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
7.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
7.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
7.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
7.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
7.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
7.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
7.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
7.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
7.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
7.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
7.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
7.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
7.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
7.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
7.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
6.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
6.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
6.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
6.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
6.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
6.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
6.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
6.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
6.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
6.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
6.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
6.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
6.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
6.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
6.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
6.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
6.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
6.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
6.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
6.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
6.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
6.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
6.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
6.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
5.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
5.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
5.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
5.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
5.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
5.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
5.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
5.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
5.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
5.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
5.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
5.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
5.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
5.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
5.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
5.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
5.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
5.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
4.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
4.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
4.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
4.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
4.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
4.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
4.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
4.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
4.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
4.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
4.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
4.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
4.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
4.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
4.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
4.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
3.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
3.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
3.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
3.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
3.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
3.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
3.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
3.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
3.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
2.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
2.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
2.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
2.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
1.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
1.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
1.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
1.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
1.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012550003
Tumor
0.8
CPT0076330003
Tumor
0.7
CPT0079180003
Tumor
0.7
CPT0012640003
Normal
0.5
CPT0015910003
Tumor
0.5
CPT0063320003
Tumor
0.5
CPT0079300001
Normal
0.5
CPT0023690003
Tumor
0.5
CPT0065930003
Tumor
0.4
CPT0025290003
Tumor
0.4
CPT0088970003
Tumor
0.4
CPT0069160003
Tumor
0.4
CPT0063330001
Normal
0.4
CPT0075560003
Tumor
0.3
CPT0076350001
Normal
0.3
CPT0089020003
Tumor
0.3
CPT0012900004
Tumor
0.3
CPT0069190001
Normal
0.3
CPT0015730003
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0012090003
Normal
0.3
CPT0012080003
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0017450001
Normal
0.3
CPT0018250001
Normal
0.3
CPT0009020003
Normal
0.3
CPT0009060003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0012290003
Normal
0.2
CPT0012370003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0089460004
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0079510001
Normal
0.2
CPT0078990003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0012920003
Normal
0.2
CPT0078940001
Normal
0.2
CPT0078660003
Tumor
0.2
CPT0025060001
Normal
0.2
CPT0017850003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0000660001
Normal
0.1
CPT0077310003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0078830003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0012180003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0069010001
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0014370004
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0078510003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0006440003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0079380003
Tumor
0.1
CPT0088780001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0012770003
Normal
0.1
CPT0092310003
Normal
0.1
CPT0065450001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0014470001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0021240003
Tumor
0.1
CPT0007470001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0023350003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0019160001
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0081880003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0002350011
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0025110003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0079270003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0077110003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0092730003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0088710001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0084590001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0006630003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0084560003
Tumor
-0.1
CPT0065430003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0081600003
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0092740003
Normal
-0.1
CPT0024670003
Tumor
-0.1
CPT0026420001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0002270011
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0007870001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0000780007
Tumor
-0.1
CPT0001540009
Tumor
-0.1
CPT0024680001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0009000003
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0092790003
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0088630003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0026410003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0012280003
Tumor
-0.2
CPT0025880003
Tumor
-0.2
CPT0086820003
Tumor
-0.2
CPT0001220008
Tumor
-0.2
CPT0075130003
Tumor
-0.2
CPT0092290003
Tumor
-0.3
CPT0014450004
Tumor
-0.3
CPT0086970003
Normal
-0.3
CPT0086950003
Tumor
-0.3
CPT0025230003
Tumor
-0.4
CPT0001500009
Tumor
-0.4
CPT0000640003
Tumor
-0.4
CPT0088550004
Tumor
-0.8
CPT0001340003
Tumor
-0.9
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
