We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
UACA 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
9.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
34.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
27.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
22.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
21.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
17.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
16.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
16.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
15.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
13.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
13.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
13.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
11.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
11.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
11.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
11.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
11.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
10.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
10.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
10.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
10.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
10.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
10.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
10.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
10.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
9.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
9.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
8.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
8.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
8.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
8.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
7.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
7.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
7.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
7.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
7.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
6.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.9
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
6.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
6.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
6.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
6.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
6.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
5.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
5.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
5.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
5.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
5.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
5.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
4.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
4.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
3.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
3.9
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
3.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
3.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
3.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
3.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UACA is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
33.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
115.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
111.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
107.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
103.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
99.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
99.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
96.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
95.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
95.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
91.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
90.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
89.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
87.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
86.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
84.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
83.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
82.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
82.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
81.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
81.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
79.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
79.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
78.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
75.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
75.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
74.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
73.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
73.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
71.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
70.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
68.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
67.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
67.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
67.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
66.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
65.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
65.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
64.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
63.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
63.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
63.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
63.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
62.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
61.2
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
60.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
60.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
59.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
59.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
59.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
59.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
59.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
58.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
57.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
57.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
57.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
57.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
56.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
56.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
56.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
56.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
56.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
56.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
56.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
55.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
54.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
54.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
54.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
54.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
53.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
53.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
53.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
53.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
53.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
53.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
52.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
52.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
52.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
52.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
52.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
52.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
52.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
51.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
51.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
51.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
50.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
50.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
50.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
50.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
49.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
49.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
49.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
48.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
48.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
48.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
48.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
47.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
47.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
47.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
47.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
47.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
47.4
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
47.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
46.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
46.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
46.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
46.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
45.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
45.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
45.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
45.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
44.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
44.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
44.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
44.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
44.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
44.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
44.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
44.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
43.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
43.5
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
43.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
43.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
43.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
42.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
42.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
42.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
42.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
42.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
42.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
42.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
42.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
42.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
42.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
42.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
41.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
41.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
41.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
41.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
41.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
41.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
40.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
40.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
40.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
40.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
40.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
40.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
40.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
40.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
40.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
39.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
39.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
39.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
39.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
39.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
39.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
39.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
39.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
39.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
39.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
39.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
38.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
38.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
38.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
38.6
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
38.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
38.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
38.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
38.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
38.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
38.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
38.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
38.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
38.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
38.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
37.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
37.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
37.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
37.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
37.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
37.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
37.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
37.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
37.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
37.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
37.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
37.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
37.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
37.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
36.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
36.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
36.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
36.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
36.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
36.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
36.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
36.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
36.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
36.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
35.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
35.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
35.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
35.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
35.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
35.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
35.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
35.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
35.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
34.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
34.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
34.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
34.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
34.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
34.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
34.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
34.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
34.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
34.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
34.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
34.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
33.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
33.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
33.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
33.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
33.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
33.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
33.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
33.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
33.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
33.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
32.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
32.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
32.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
32.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
32.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
32.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
32.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
32.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
32.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
32.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
31.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
31.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
31.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
31.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
31.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
31.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
31.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
31.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
31.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
31.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
31.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
31.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
31.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
31.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
31.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
31.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
31.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
31.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
30.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
30.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
30.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
30.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
30.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
30.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
30.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
30.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
30.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
30.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
30.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
30.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
30.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
30.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
30.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
30.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
30.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
29.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
29.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
29.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
29.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
29.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
29.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
29.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
29.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
29.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
28.9
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
28.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
28.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
28.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
28.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
28.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
28.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
28.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
28.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
28.3
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
28.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
28.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
27.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
27.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
27.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
27.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
27.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
27.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
26.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
26.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
26.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
26.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
26.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
26.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
26.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
26.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
26.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
26.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
26.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
26.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
26.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
26.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
26.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
26.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
26.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
26.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
25.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
25.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
25.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
25.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
25.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
24.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
24.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
24.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
24.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
24.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
24.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
24.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
24.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
24.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
24.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
24.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
23.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
23.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
23.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
23.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
23.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
23.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
23.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
23.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
23.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
23.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
23.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
23.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
23.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
23.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
23.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
23.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
23.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
23.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
23.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
23.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
23.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
23.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
22.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
22.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
22.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
22.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
22.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
22.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
22.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
22.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
22.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
22.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
21.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
21.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
21.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
21.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
21.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
21.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
21.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
21.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
21.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
21.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
21.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
21.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
20.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
20.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
20.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
20.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
20.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
20.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
20.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
20.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
20.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
19.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
19.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
19.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
19.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
19.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
19.1
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
18.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
18.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
18.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
18.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
18.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
18.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
18.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
18.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
18.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
17.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
17.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
17.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
17.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
17.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
17.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
17.3
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
17.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
17.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
17.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
17.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
17.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
17.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
16.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
16.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
16.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
16.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
16.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
16.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
16.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
16.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
16.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
16.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
16.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
16.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
16.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
15.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
15.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
15.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
15.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
15.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
15.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
15.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
15.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
15.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
15.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
14.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
14.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
14.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
14.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
14.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
14.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
14.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
14.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
14.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
14.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
14.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
13.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
13.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
13.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
13.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
13.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
13.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
13.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
13.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
13.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
12.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
12.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
12.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
12.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
12.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
12.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
12.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
12.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
12.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
11.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
11.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
11.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
11.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
11.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
11.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
11.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
11.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
11.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
10.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
10.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
10.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
10.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
10.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
10.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
10.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
10.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
10.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
9.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
9.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
9.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
9.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
9.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
8.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
8.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
8.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
8.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
7.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
7.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
7.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
7.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
6.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
6.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
6.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
6.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
5.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
5.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
5.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
5.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
4.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
4.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
3.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 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.
UACA is potential prognostic, high expression is favorable 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
44.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
135.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
108.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
98.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
98.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
88.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
85.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
81.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
79.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
75.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
73.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
72.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
71.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
67.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
66.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
65.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
64.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
64.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
64.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
59.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
58.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
58.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
58.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
57.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
57.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
57.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
56.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
56.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
56.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
55.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
54.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
54.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
52.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
51.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
50.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
50.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
48.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
47.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
47.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
45.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
45.5
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
45.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
45.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
44.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
44.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
43.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
43.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
43.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
42.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
42.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
41.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
41.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
40.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
40.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
40.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
39.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
38.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
38.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
38.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
38.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
37.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
36.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
36.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
35.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
35.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
33.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
33.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
33.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
32.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
32.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
31.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
30.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
30.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
29.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
28.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
28.3
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
28.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
25.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
23.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
22.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
22.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
22.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
21.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
20.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
19.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
18.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
18.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
16.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
16.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
15.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
15.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
15.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
15.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
13.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
13.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
13.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
12.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
UACA 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
13.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
53.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
46.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
44.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
42.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
40.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
39.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
37.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
36.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
35.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
34.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
33.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
33.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
33.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
32.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
32.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
31.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
30.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
29.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
29.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
29.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
29.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
28.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
28.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
27.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
27.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
26.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
26.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
25.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
25.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
25.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
24.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
24.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
24.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
24.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
22.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
22.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
22.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
22.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
21.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
21.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
21.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
21.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
20.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
20.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
20.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
20.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
20.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
20.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
19.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
19.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
19.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
19.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
19.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
18.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
18.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
18.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
18.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
18.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
18.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
17.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
17.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
17.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
17.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
17.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
17.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
16.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
16.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
16.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
16.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
16.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
16.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
16.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
16.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
16.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
16.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
16.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
16.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
15.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
15.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
15.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
15.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
15.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
15.5
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
15.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
15.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
15.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
15.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
15.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
14.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
14.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
14.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
14.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
14.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
14.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
14.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
14.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
14.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
14.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
14.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
14.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
14.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
14.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
14.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
14.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
14.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
13.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
13.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
13.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
13.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
13.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
13.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
13.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
13.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
13.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
13.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
13.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
13.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
13.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
13.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
13.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
13.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
12.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
12.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
12.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
12.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
12.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
12.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
12.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
12.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
12.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
12.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
12.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
12.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
11.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
11.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
11.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
11.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
11.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
11.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
11.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
11.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
11.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
10.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
10.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
10.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
10.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
10.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
10.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
10.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
10.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
10.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
10.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
10.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
10.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
10.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
10.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
10.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
10.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
10.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
10.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
10.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
9.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
9.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
9.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
9.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
9.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
9.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
9.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
9.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
9.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
9.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
9.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
9.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
9.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
9.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
9.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
9.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
8.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
8.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
8.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
8.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
8.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
8.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
8.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
8.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
8.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
8.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
8.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
8.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
8.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
8.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
8.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
8.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
7.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
7.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
7.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
7.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
7.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
7.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
7.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
7.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
7.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
7.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
7.1
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
7.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
6.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
6.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
6.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
6.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
6.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
6.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
6.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
6.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
6.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
6.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
6.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
6.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
6.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
5.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
5.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
5.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
5.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
5.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
5.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
5.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
5.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
5.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
5.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
5.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
5.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
5.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
4.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
4.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
4.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
4.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
4.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
4.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
4.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
4.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
4.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
4.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
4.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
4.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
3.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
3.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
3.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
3.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
3.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
3.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
3.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
2.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
2.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
2.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
1.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
1.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
1.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
1.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
0.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088630003
Tumor
0.8
CPT0088760003
Tumor
0.8
CPT0066480003
Tumor
0.8
CPT0092730003
Tumor
0.7
CPT0015910003
Tumor
0.7
CPT0065870003
Tumor
0.7
CPT0011240003
Tumor
0.7
CPT0077490003
Tumor
0.6
CPT0012080003
Tumor
0.6
CPT0000640003
Tumor
0.6
CPT0006630003
Tumor
0.6
CPT0088900003
Tumor
0.6
CPT0085670003
Tumor
0.6
CPT0069000003
Tumor
0.6
CPT0019130003
Tumor
0.5
CPT0021240003
Tumor
0.5
CPT0010160003
Tumor
0.5
CPT0089020003
Tumor
0.5
CPT0025170003
Tumor
0.5
CPT0092790003
Tumor
0.5
CPT0012370003
Tumor
0.5
CPT0086870003
Tumor
0.5
CPT0071150004
Tumor
0.5
CPT0079270003
Tumor
0.5
CPT0001220008
Tumor
0.5
CPT0078830003
Tumor
0.5
CPT0000780007
Tumor
0.5
CPT0009000003
Tumor
0.5
CPT0079230003
Tumor
0.5
CPT0077320001
Normal
0.5
CPT0025580004
Tumor
0.5
CPT0078800003
Tumor
0.5
CPT0075560003
Tumor
0.5
CPT0007320003
Tumor
0.5
CPT0025350003
Tumor
0.5
CPT0066470004
Tumor
0.4
CPT0081990003
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0075720003
Tumor
0.4
CPT0063320003
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0010120001
Normal
0.4
CPT0000870016
Tumor
0.4
CPT0087040003
Tumor
0.4
CPT0079510001
Normal
0.3
CPT0078930003
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0088690003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0017410003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0065820001
Normal
0.3
CPT0012670003
Tumor
0.3
CPT0000660001
Normal
0.3
CPT0079380003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0006440003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0011410003
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0023690003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0089460004
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0026410003
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0078660003
Tumor
0.2
CPT0025110003
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0079180003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0009020003
Normal
0.0
CPT0013790003
Normal
0.0
CPT0063640001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0084560003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0088970003
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0018250001
Normal
-0.1
CPT0001180009
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0088550004
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0078510003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0007870001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0024670003
Tumor
-0.1
CPT0002270011
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0009080003
Normal
-0.2
CPT0078670001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0064400001
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0020120003
Tumor
-0.2
CPT0001260009
Tumor
-0.2
CPT0025060001
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0001500009
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0079000001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0088640003
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0025610001
Normal
-0.3
CPT0066520001
Normal
-0.3
CPT0012770003
Normal
-0.3
CPT0017450001
Normal
-0.3
CPT0086890003
Normal
-0.3
CPT0092800003
Normal
-0.3
CPT0006730001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0077140001
Normal
-0.3
CPT0023350003
Tumor
-0.3
CPT0000790001
Normal
-0.3
CPT0081880003
Tumor
-0.3
CPT0088920001
Normal
-0.3
CPT0024680001
Normal
-0.3
CPT0089480003
Normal
-0.3
CPT0065450001
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0014350001
Normal
-0.4
CPT0006950001
Normal
-0.4
CPT0001340003
Tumor
-0.4
CPT0092740003
Normal
-0.4
CPT0010170001
Normal
-0.4
CPT0023710001
Normal
-0.4
CPT0087050003
Normal
-0.4
CPT0015730003
Tumor
-0.4
CPT0066430001
Normal
-0.4
CPT0001350001
Normal
-0.5
CPT0078840001
Normal
-0.5
CPT0076350001
Normal
-0.5
CPT0076330003
Tumor
-0.7
CPT0012180003
Tumor
-0.9
Show allShow less
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
