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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.
IFI44L 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
2.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
16.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
14.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
12.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
9.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
8.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
6.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
6.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
6.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
6.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
5.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
5.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
5.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
5.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
4.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
3.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
3.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
3.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
3.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
3.0
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
2.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
2.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
2.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
2.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
2.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
2.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
2.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
2.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
1.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
1.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
1.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
1.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
1.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
1.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
1.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
1.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
0.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
0.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
0.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
0.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
0.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
0.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
IFI44L is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
138.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
134.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
106.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
84.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
80.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
79.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
75.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
71.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
70.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
69.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
66.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
65.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
62.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
61.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
58.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
58.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
57.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
55.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
55.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
53.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
53.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
50.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
50.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
49.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
49.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
49.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
47.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
44.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
43.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
43.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
41.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
41.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
41.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
40.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
40.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
39.7
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
39.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
39.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
37.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
37.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
37.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
36.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
36.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
36.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
36.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
35.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
35.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
35.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
35.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
35.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
35.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
34.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
34.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
34.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
34.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
34.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
33.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
33.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
33.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
33.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
33.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
33.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
33.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
33.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
33.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
32.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
31.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
31.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
31.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
30.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
30.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
30.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
30.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
30.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
29.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
29.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
29.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
29.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
29.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
29.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
28.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
28.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
28.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
28.4
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
28.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
28.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
27.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
27.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
27.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
27.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
27.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
27.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
27.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
26.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
26.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
26.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
26.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
25.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
25.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
25.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
25.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
25.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
25.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
25.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
25.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
25.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
25.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
25.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
24.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
24.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
24.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
24.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
24.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
24.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
23.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
23.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
23.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
23.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
23.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
23.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
23.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
23.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
23.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
23.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
23.1
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
23.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
23.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
22.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
22.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
22.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
22.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
22.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
22.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
22.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
21.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
21.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
21.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
21.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
21.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
21.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
21.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
21.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
21.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
21.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
21.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
21.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
20.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
20.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
20.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
20.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
20.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
20.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
20.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
20.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
20.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
20.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
20.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
20.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
19.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
19.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
19.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
19.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
19.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
19.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
19.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
19.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
19.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
19.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
19.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
19.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
19.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
19.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
19.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
19.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
18.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
18.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
18.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
18.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
18.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
18.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
18.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
17.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
17.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
17.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
17.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
17.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
17.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
17.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
17.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
17.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
17.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
17.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
17.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
17.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
17.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
17.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
17.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
17.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
17.1
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
17.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
16.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
16.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
16.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
16.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
16.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
16.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
16.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
16.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
16.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
16.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
16.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
16.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
16.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
16.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
15.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
15.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
15.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
15.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
15.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
15.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
15.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
15.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
15.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
15.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
15.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
15.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
15.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
15.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
14.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
14.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
14.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
14.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
14.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
14.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
14.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
14.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
14.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
14.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
13.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
13.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
13.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
13.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
13.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
13.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
13.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
13.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
13.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
13.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
13.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
13.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
13.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
13.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
13.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
13.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
13.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
13.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
13.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
13.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
13.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
13.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
13.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
13.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
13.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
13.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
13.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
13.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
12.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
12.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
12.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
12.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
12.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
12.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
12.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
12.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
12.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
12.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
12.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
12.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
12.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
12.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
12.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
12.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
12.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
12.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
12.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
11.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
11.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
11.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
11.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
11.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
11.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
11.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
11.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
11.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
11.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
11.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
11.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
11.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
11.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
11.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
10.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
10.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
10.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
10.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
10.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
10.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
10.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
10.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
10.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
10.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
10.6
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
10.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
10.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
10.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
10.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
10.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
10.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
10.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
10.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
10.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
10.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
10.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
10.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
10.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
10.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
9.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
9.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
9.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
9.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
9.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
9.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
9.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
9.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
9.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
9.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
9.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
9.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
9.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
9.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
9.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
9.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
9.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
9.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
9.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
9.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
9.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
9.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
9.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
9.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
9.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
9.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
9.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
8.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
8.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
8.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
8.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
8.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
8.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
8.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
8.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
8.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
8.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
8.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
8.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
8.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
8.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
8.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
8.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
8.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
8.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
7.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
7.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
7.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
7.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
7.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
7.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
7.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
7.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
7.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
7.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
7.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
7.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
7.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
7.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
6.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
6.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
6.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
6.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
6.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
6.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
6.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
6.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
6.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
6.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
6.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
6.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
6.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
6.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
6.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
6.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
6.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
6.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
6.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
6.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
6.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
6.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
6.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
5.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
5.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
5.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
5.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
5.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
5.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
5.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
5.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
5.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
5.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
5.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
5.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
5.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
5.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
5.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
4.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
4.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
4.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
4.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
4.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
4.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
4.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
4.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
4.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
4.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
4.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
4.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
4.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
4.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
4.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
4.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
3.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
3.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
3.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
3.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
3.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
3.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
3.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
3.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
3.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
3.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
2.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
2.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
2.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
2.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
2.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
2.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
2.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
2.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
2.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
2.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
2.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
2.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
2.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
1.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
1.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
1.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
1.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
1.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
1.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
1.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
1.4
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
1.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
1.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
1.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
0.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
0.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
0.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
0.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
0.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
0.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 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.
IFI44L 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
32.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
186.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
145.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
136.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
120.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
96.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
95.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
85.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
74.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
58.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
56.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
55.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
54.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
52.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
51.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
49.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
48.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
47.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
47.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
46.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
46.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
46.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
45.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
45.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
42.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
42.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
42.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
41.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
41.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
41.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
40.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
39.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
39.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
39.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
39.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
38.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
38.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
37.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
36.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
35.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
35.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
34.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
32.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
31.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
31.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
30.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
30.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
29.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
28.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
27.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
26.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
25.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
25.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
24.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
23.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
23.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
21.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
20.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
20.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
19.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
19.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
19.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
19.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
18.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
18.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
17.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
17.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
16.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
16.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
16.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
16.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
15.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
15.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
11.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
11.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
11.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
10.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
10.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
10.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
10.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
9.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
9.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
8.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
8.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
7.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
7.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
6.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
6.0
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
5.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
5.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
5.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
4.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
4.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
3.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
3.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
3.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
2.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
1.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
IFI44L 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
5.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
28.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
27.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
26.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
24.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
23.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
21.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
20.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
20.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
19.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
18.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
18.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
16.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
16.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
15.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
15.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
15.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
15.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
15.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
15.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
14.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
14.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
13.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
13.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
13.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
13.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
12.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
12.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
11.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
11.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
11.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
11.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
10.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
10.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
10.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
10.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
10.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
10.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
9.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
8.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
8.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
8.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
8.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
8.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
8.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
8.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
8.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
8.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
8.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
8.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
7.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
7.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
7.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
7.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
7.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
7.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
7.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
7.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
7.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
7.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
7.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
7.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
7.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
7.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
6.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
6.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
6.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
6.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
6.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
6.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
6.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
6.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
6.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
6.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
6.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
6.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
6.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
5.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
5.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
5.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
5.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
5.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
5.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
5.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
5.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
5.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
5.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
5.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
5.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
5.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
5.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
5.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
5.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
5.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
5.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
5.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
5.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
5.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
5.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
5.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
5.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
4.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
4.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
4.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
4.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
4.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
4.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
4.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
4.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
4.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
4.7
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
4.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
4.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
4.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
4.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
4.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
4.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
4.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
4.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
4.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
4.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
4.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
4.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
4.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
4.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
4.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
4.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
4.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
4.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
4.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
3.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
3.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
3.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
3.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
3.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
3.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
3.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
3.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
3.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
3.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
3.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
3.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
3.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
3.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
3.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
3.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
3.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
3.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
3.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
3.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
3.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
3.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
3.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
3.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
3.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
3.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
3.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
3.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
3.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
3.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
3.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
3.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
3.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
3.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
3.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
3.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
3.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
3.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
3.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
3.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
3.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
3.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
3.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
3.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
3.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
3.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
2.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
2.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
2.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
2.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
2.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
2.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
2.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
2.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
2.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
2.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
2.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
2.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
2.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
2.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
2.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
2.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
2.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
2.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
2.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
2.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
2.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
2.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
2.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
2.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
2.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
2.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
2.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
2.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
2.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
2.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
1.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
1.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
1.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
1.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
1.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
1.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
1.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
1.7
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
1.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
1.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
1.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
1.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
1.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
1.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
1.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
1.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
1.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
1.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
1.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
1.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
1.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
1.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
1.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
1.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
1.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
1.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
1.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
1.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
1.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
1.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
1.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
0.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
0.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
0.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
0.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
0.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
0.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
0.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
0.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
0.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
0.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
0.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
0.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0075130003
Tumor
2.2
CPT0014370004
Tumor
1.7
CPT0084560003
Tumor
1.1
CPT0079380003
Tumor
1.1
CPT0015730003
Tumor
1.0
CPT0001350001
Normal
0.7
CPT0078990003
Tumor
0.6
CPT0020120003
Tumor
0.6
CPT0014350001
Normal
0.6
CPT0086820003
Tumor
0.6
CPT0000870016
Tumor
0.6
CPT0007320003
Tumor
0.5
CPT0086030003
Tumor
0.5
CPT0069000003
Tumor
0.4
CPT0075170001
Normal
0.1
CPT0001340003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0015810003
Tumor
-0.1
CPT0078670001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0078800003
Tumor
-0.3
CPT0086830003
Normal
-0.3
CPT0025230003
Tumor
-0.3
CPT0085670003
Tumor
-0.4
CPT0079230003
Tumor
-0.4
CPT0084590001
Normal
-0.5
CPT0007470001
Normal
-0.5
CPT0078660003
Tumor
-0.5
CPT0000890001
Normal
-0.7
CPT0019160001
Normal
-0.7
CPT0019130003
Tumor
-0.8
CPT0065870003
Tumor
-0.8
CPT0079000001
Normal
-0.9
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
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
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
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0078940001
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
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
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
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
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
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
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
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
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
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0089480003
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
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
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0089460004
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
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
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0000640003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
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
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0000660001
Normal
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
