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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IFNAR1 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
21.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
56.6
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
49.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
43.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
40.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
39.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
36.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
34.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
32.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
31.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
31.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
28.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
28.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
27.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
27.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
27.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
26.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
26.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
25.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
25.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
24.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
23.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
23.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
23.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
22.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
22.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
22.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
22.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
21.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
20.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
20.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
19.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
19.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
19.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
19.0
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
18.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
18.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
18.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
17.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
16.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
16.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
16.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
16.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
16.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
16.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
16.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
16.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
15.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
15.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
13.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
13.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
13.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
13.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
12.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
12.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
12.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
11.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
10.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
9.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
9.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
8.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
8.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
8.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
6.8
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.
IFNAR1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
33.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
164.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
133.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
90.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
77.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
73.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
69.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
67.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
67.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
67.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
66.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
66.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
65.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
64.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
64.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
63.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
62.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
62.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
62.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
62.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
61.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
60.4
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
59.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
59.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
58.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
58.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
58.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
57.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
57.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
57.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
57.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
57.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
56.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
56.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
56.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
56.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
56.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
55.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
55.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
54.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
54.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
54.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
53.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
53.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
53.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
53.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
53.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
52.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
52.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
52.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
52.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
52.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
52.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
52.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
52.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
52.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
51.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
51.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
51.3
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
51.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
51.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
50.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
50.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
50.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
50.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
50.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
50.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
50.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
50.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
50.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
50.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
49.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
49.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
49.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
48.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
48.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
48.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
48.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
48.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
48.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
48.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
48.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
48.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
47.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
47.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
47.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
47.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
47.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
47.3
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
47.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
47.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
47.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
46.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
46.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
46.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
46.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
46.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
46.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
46.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
46.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
46.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
46.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
46.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
46.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
45.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
45.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
45.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
45.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
45.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
45.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
45.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
45.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
45.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
45.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
45.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
44.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
44.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
44.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
44.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
44.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
44.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
44.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
44.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
44.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
44.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
43.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
43.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
43.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
43.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
43.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
43.2
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
43.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
43.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
43.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
42.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
42.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
42.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
42.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
42.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
42.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
41.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
41.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
41.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
41.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
41.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
41.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
41.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
41.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
41.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
41.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
41.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
41.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
41.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
41.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
40.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
40.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
40.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
40.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
40.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
40.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
40.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
40.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
40.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
40.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
40.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
40.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
40.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
40.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
39.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
39.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
39.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
39.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
39.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
39.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
38.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
38.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
38.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
38.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
38.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
38.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
37.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
37.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
37.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
37.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
37.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
37.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
37.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
37.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
37.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
37.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
37.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
37.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
36.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
36.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
36.9
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
36.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
36.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
36.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
36.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
36.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
36.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
36.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
35.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
35.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
35.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
35.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
35.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
35.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
35.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
35.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
35.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
35.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
35.0
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
34.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
34.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
34.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
34.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
34.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
34.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
34.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
34.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
34.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
34.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
34.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
34.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
34.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
34.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
34.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
34.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
34.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
34.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
34.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
33.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
33.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
33.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
33.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
33.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
33.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
33.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
33.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
33.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
33.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
33.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
33.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
33.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
33.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
33.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
33.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
33.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
33.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
33.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
33.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
32.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
32.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
32.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
32.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
32.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
32.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
32.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
32.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
32.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
32.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
32.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
31.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
31.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
31.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
31.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
31.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
31.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
31.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
31.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
31.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
31.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
31.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
30.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
30.9
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
30.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
30.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
30.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
30.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
30.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
30.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
30.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
30.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
30.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
30.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
30.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
30.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
30.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
29.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
29.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
29.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
29.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
29.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
29.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
29.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
29.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
29.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
29.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
29.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
29.2
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
29.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
29.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
28.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
28.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
28.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
28.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
28.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
28.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
28.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
28.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
28.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
28.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
28.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
28.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
28.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
27.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
27.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
27.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
27.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
27.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
27.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
27.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
27.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
27.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
27.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
27.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
27.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
27.3
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
27.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
27.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
27.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
27.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
27.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
26.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
26.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
26.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
26.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
26.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
26.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
26.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
26.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
25.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
25.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
25.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
25.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
25.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
25.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
25.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
25.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
25.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
25.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
25.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
25.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
25.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
24.8
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
24.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
24.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
24.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
24.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
24.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
24.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
24.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
23.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
23.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
23.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
23.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
23.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
23.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
23.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
23.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
23.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
23.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
23.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
23.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
23.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
23.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
23.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
23.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
22.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
22.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
22.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
22.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
22.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
22.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
22.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
22.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
22.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
22.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
22.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
21.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
21.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
21.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
21.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
21.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
21.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
21.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
21.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
21.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
21.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
21.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
20.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
20.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
20.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
20.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
20.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
20.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
20.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
20.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
20.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
20.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
20.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
20.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
19.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
19.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
19.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
19.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
19.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
19.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
19.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
18.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
18.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
18.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
18.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
18.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
18.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
18.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
18.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
18.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
18.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
17.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
17.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
17.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
17.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
17.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
17.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
17.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
16.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
16.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
16.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
16.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
16.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
16.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
16.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
16.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
16.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
16.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
16.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
15.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
15.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
15.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
15.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
15.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
15.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
15.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
15.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
15.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
15.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
15.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
15.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
15.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
15.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
14.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
14.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
14.5
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
14.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
14.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
14.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
13.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
13.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
13.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
13.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
13.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
13.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
13.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
12.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
12.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
12.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
12.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
12.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
12.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
12.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
12.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
12.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
12.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
12.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
12.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
12.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
11.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
11.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
11.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
11.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
10.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
10.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
10.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
10.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
10.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
10.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
10.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
10.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
10.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
9.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
8.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
8.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
8.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
8.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
7.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
7.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
6.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
6.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
5.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IFNAR1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
48.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
93.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
89.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
84.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
83.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
80.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
76.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
76.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
73.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
73.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
70.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
69.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
69.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
68.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
67.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
67.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
66.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
65.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
65.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
65.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
64.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
64.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
63.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
62.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
61.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
61.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
60.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
59.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
59.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
59.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
57.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
55.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
55.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
54.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
54.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
54.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
54.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
53.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
53.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
53.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
52.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
52.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
52.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
51.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
51.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
51.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
51.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
49.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
49.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
49.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
48.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
47.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
47.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
47.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
47.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
47.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
47.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
47.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
46.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
46.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
46.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
46.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
45.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
44.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
43.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
43.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
42.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
41.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
40.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
40.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
39.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
38.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
38.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
36.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
35.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
35.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
35.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
35.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
33.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
31.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
31.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
30.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
30.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
30.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
29.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
29.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
27.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
27.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
27.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
26.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
26.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
26.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
25.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
22.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
22.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
20.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
17.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
16.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
14.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IFNAR1 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
21.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
87.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
62.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
62.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
57.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
53.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
50.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
50.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
49.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
48.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
47.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
47.4
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
45.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
45.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
44.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
43.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
43.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
43.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
43.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
43.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
42.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
42.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
41.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
41.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
41.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
41.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
41.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
41.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
40.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
40.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
39.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
39.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
37.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
37.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
37.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
37.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
36.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
36.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
36.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
36.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
35.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
35.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
35.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
35.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
35.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
35.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
34.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
33.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
33.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
33.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
33.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
32.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
32.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
32.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
31.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
31.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
30.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
30.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
30.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
30.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
30.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
29.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
29.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
29.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
29.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
29.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
29.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
29.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
28.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
28.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
28.4
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
28.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
28.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
27.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
27.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
27.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
27.5
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
27.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
27.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
27.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
27.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
27.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
26.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
26.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
26.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
26.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
26.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
26.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
26.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
26.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
25.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
25.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
25.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
25.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
25.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
25.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
24.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
24.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
24.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
24.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
23.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
23.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
23.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
23.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
23.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
23.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
23.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
22.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
22.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
22.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
22.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
22.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
21.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
21.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
21.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
21.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
21.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
21.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
21.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
21.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
21.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
21.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
21.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
20.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
20.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
20.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
20.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
20.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
20.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
19.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
19.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
19.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
19.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
19.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
19.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
19.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
19.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
19.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
19.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
19.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
19.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
19.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
18.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
18.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
18.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
18.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
18.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
18.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
18.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
18.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
18.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
18.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
18.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
18.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
18.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
18.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
18.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
18.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
18.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
17.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
17.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
17.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
17.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
17.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
17.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
17.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
17.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
16.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
16.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
16.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
16.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
16.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
16.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
16.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
16.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
16.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
15.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
15.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
15.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
15.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
15.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
15.5
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
15.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
15.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
15.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
15.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
15.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
15.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
15.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
15.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
15.0
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
15.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
14.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
14.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
14.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
14.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
14.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
13.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
13.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
13.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
13.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
13.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
13.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
13.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
13.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
13.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
13.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
13.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
13.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
13.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
13.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
13.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
12.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
12.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
12.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
12.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
12.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
12.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
12.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
12.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
12.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
12.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
12.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
12.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
12.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
11.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
11.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
11.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
11.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
11.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
11.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
11.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
11.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
11.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
11.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
10.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
10.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
10.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
10.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
9.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
9.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
9.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
9.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
9.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
9.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
9.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
9.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
9.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
9.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
9.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
9.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
8.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
8.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
8.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
8.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
8.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
8.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
7.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
7.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
7.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
7.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
7.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
7.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
7.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
7.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
6.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
6.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
6.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
6.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
6.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
5.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
5.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
5.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
3.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
