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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.
IFI35 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
13.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
56.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
37.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
32.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
29.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
29.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
28.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
27.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
25.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
24.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
24.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
19.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
19.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
18.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
17.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
16.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
16.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
16.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
15.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
15.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
15.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
13.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
13.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
13.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
13.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
13.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
13.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
13.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
13.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
11.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
11.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
11.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
10.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
10.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
10.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
10.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
10.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
9.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
9.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
9.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
9.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
8.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
8.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
8.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
8.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
7.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
7.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
7.7
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
7.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
7.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
6.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
6.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
6.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
6.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
6.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
6.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
5.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
5.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
4.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
4.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
3.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
3.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
3.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
IFI35 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
41.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
148.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
135.3
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
114.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
103.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
100.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
95.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
91.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
88.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
85.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
85.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
82.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
81.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
81.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
80.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
80.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
79.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
79.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
79.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
77.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
75.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
74.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
74.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
73.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
73.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
73.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
73.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
72.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
71.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
70.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
70.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
69.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
69.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
69.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
67.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
67.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
67.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
67.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
66.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
66.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
66.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
66.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
66.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
65.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
65.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
65.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
65.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
65.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
65.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
65.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
65.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
64.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
64.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
64.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
64.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
63.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
62.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
62.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
62.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
62.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
62.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
62.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
61.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
61.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
61.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
60.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
60.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
60.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
60.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
59.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
58.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
58.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
58.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
58.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
58.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
57.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
57.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
57.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
57.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
57.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
57.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
56.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
56.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
56.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
56.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
55.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
55.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
55.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
54.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
54.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
54.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
53.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
53.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
53.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
53.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
53.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
53.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
53.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
53.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
52.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
52.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
52.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
52.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
52.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
51.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
51.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
51.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
51.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
50.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
50.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
50.2
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
50.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
50.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
50.1
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
50.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
49.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
49.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
49.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
49.4
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
49.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
49.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
49.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
48.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
48.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
48.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
48.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
47.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
47.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
47.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
47.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
47.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
47.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
47.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
47.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
47.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
47.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
47.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
47.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
47.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
47.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
47.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
47.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
47.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
47.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
46.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
46.9
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
46.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
46.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
46.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
46.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
46.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
46.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
46.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
46.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
46.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
46.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
46.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
46.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
46.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
45.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
45.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
45.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
45.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
45.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
45.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
45.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
45.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
45.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
45.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
45.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
44.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
44.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
44.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
44.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
44.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
44.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
44.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
44.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
44.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
44.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
44.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
44.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
44.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
44.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
44.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
44.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
44.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
44.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
43.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
43.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
43.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
43.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
43.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
43.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
43.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
43.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
43.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
43.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
43.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
43.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
43.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
43.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
43.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
43.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
43.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
43.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
42.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
42.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
42.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
42.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
42.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
42.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
42.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
42.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
42.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
42.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
42.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
41.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
41.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
41.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
41.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
41.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
41.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
41.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
41.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
41.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
41.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
41.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
41.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
41.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
41.0
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
41.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
40.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
40.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
40.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
40.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
40.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
40.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
40.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
40.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
40.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
40.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
40.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
40.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
40.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
40.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
40.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
39.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
39.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
39.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
39.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
39.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
39.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
39.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
39.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
39.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
39.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
39.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
39.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
39.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
38.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
38.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
38.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
38.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
38.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
38.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
38.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
38.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
38.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
38.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
38.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
38.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
38.3
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
38.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
38.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
38.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
38.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
38.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
38.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
38.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
37.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
37.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
37.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
37.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
37.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
37.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
37.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
37.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
37.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
37.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
37.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
37.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
36.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
36.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
36.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
36.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
36.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
36.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
36.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
36.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
36.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
36.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
36.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
36.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
36.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
36.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
36.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
36.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
35.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
35.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
35.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
35.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
35.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
35.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
35.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
35.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
35.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
35.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
35.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
35.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
35.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
35.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
35.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
35.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
34.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
34.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
34.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
34.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
34.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
34.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
34.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
34.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
34.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
34.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
34.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
34.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
34.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
33.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
33.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
33.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
33.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
33.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
33.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
33.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
33.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
33.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
33.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
33.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
33.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
33.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
33.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
33.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
33.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
32.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
32.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
32.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
32.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
32.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
32.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
32.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
32.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
32.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
32.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
32.2
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
32.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
32.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
32.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
32.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
32.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
31.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
31.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
31.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
31.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
31.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
31.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
31.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
31.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
31.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
31.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
31.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
31.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
31.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
31.2
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
31.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
31.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
31.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
31.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
30.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
30.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
30.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
30.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
30.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
30.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
30.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
30.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
30.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
30.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
30.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
30.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
30.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
30.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
30.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
30.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
30.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
30.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
30.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
29.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
29.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
29.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
29.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
29.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
29.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
29.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
29.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
29.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
29.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
28.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
28.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
28.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
28.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
28.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
28.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
28.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
28.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
28.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
28.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
28.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
28.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
28.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
27.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
27.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
27.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
27.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
27.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
27.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
27.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
27.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
27.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
27.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
27.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
26.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
26.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
26.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
26.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
26.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
26.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
26.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
26.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
26.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
26.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
26.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
25.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
25.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
25.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
25.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
25.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
25.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
25.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
25.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
25.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
24.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
24.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
24.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
24.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
24.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
24.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
24.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
24.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
23.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
23.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
23.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
23.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
23.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
23.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
23.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
23.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
22.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
22.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
21.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
21.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
21.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
21.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
20.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
20.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
20.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
20.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
20.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
20.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
20.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
19.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
19.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
19.0
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
18.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
18.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
18.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
18.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
18.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
18.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
18.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
17.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
17.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
17.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
17.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
16.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
16.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
15.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
15.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
14.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
13.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
11.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
11.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
11.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
10.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
8.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
8.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
7.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
7.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
6.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
6.7
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
6.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
5.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 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.
IFI35 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
38.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
172.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
72.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
71.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
65.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
64.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
63.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
63.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
63.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
60.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
60.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
58.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
56.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
56.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
55.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
54.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
52.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
51.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
51.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
50.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
50.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
50.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
49.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
48.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
48.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
47.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
46.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
46.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
45.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
45.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
44.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
44.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
44.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
43.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
43.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
41.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
41.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
41.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
41.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
40.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
39.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
37.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
37.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
37.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
37.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
36.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
36.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
36.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
36.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
35.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
35.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
34.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
34.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
33.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
32.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
32.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
32.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
32.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
31.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
31.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
30.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
30.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
30.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
30.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
30.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
28.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
28.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
28.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
28.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
27.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
27.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
27.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
26.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
26.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
26.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
26.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
26.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
26.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
26.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
25.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
25.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
23.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
22.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
22.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
22.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
22.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
21.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
21.6
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
20.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
19.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
19.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
19.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
18.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
17.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
17.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
16.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
11.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IFI35 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
41.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
179.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
119.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
116.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
108.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
104.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
93.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
88.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
83.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
81.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
78.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
74.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
70.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
70.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
68.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
67.8
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
67.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
67.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
67.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
66.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
66.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
65.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
65.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
63.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
63.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
62.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
62.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
62.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
61.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
60.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
60.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
59.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
59.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
58.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
58.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
58.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
58.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
57.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
57.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
57.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
57.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
57.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
56.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
55.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
55.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
55.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
55.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
55.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
54.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
54.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
54.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
54.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
54.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
54.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
53.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
53.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
53.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
53.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
53.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
53.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
53.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
52.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
52.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
51.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
51.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
50.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
50.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
50.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
50.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
50.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
50.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
50.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
50.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
49.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
49.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
48.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
48.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
48.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
47.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
47.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
47.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
47.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
47.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
46.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
46.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
46.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
46.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
45.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
45.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
45.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
45.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
45.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
45.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
45.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
45.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
45.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
44.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
44.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
44.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
43.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
43.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
43.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
43.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
43.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
43.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
43.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
42.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
42.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
42.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
42.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
42.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
42.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
42.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
42.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
42.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
42.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
42.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
42.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
42.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
41.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
41.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
41.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
41.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
41.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
41.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
41.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
41.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
40.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
40.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
40.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
40.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
40.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
40.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
40.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
40.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
40.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
40.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
39.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
39.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
39.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
39.7
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
39.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
39.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
39.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
39.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
39.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
38.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
38.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
38.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
38.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
38.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
38.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
38.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
38.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
38.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
37.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
37.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
37.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
37.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
37.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
37.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
36.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
36.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
36.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
36.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
36.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
36.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
36.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
36.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
35.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
35.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
35.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
35.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
35.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
34.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
34.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
34.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
34.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
34.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
34.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
34.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
34.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
34.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
33.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
33.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
33.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
33.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
33.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
33.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
33.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
33.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
33.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
33.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
32.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
32.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
32.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
32.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
32.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
32.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
32.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
32.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
31.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
31.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
31.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
31.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
31.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
30.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
30.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
30.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
30.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
30.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
30.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
30.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
30.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
30.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
30.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
29.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
29.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
29.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
29.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
28.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
28.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
28.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
28.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
28.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
28.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
28.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
28.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
28.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
28.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
28.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
27.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
27.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
27.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
26.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
26.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
26.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
26.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
26.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
26.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
26.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
25.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
25.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
25.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
24.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
24.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
23.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
23.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
23.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
22.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
22.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
22.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
22.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
21.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
21.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
20.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
20.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
20.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
20.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
20.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
20.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
19.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
18.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
18.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
18.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
18.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
17.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
17.7
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
17.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
16.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
16.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
16.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
16.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
15.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
12.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
12.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
10.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
6.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
6.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0081880003
Tumor
1.4
CPT0001180009
Tumor
1.3
CPT0025880003
Tumor
1.3
CPT0012670003
Tumor
1.1
CPT0001540009
Tumor
1.0
CPT0001260009
Tumor
1.0
CPT0025230003
Tumor
1.0
CPT0025050003
Tumor
1.0
CPT0088550004
Tumor
1.0
CPT0012550003
Tumor
1.0
CPT0076330003
Tumor
0.9
CPT0000640003
Tumor
0.9
CPT0012180003
Tumor
0.9
CPT0075130003
Tumor
0.9
CPT0023350003
Tumor
0.9
CPT0017410003
Tumor
0.9
CPT0002350011
Tumor
0.8
CPT0065430003
Tumor
0.8
CPT0078990003
Tumor
0.8
CPT0079410003
Tumor
0.8
CPT0079380003
Tumor
0.7
CPT0010160003
Tumor
0.7
CPT0011240003
Tumor
0.6
CPT0024670003
Tumor
0.6
CPT0084560003
Tumor
0.6
CPT0063630003
Tumor
0.6
CPT0006900003
Tumor
0.6
CPT0001340003
Tumor
0.6
CPT0010110003
Tumor
0.6
CPT0017850003
Tumor
0.6
CPT0088690003
Tumor
0.6
CPT0075560003
Tumor
0.6
CPT0009000003
Tumor
0.6
CPT0009060003
Tumor
0.5
CPT0019990003
Tumor
0.5
CPT0092730003
Tumor
0.5
CPT0089460004
Tumor
0.5
CPT0015810003
Tumor
0.5
CPT0012080003
Tumor
0.5
CPT0012280003
Tumor
0.5
CPT0071150004
Tumor
0.5
CPT0014160003
Tumor
0.5
CPT0021240003
Tumor
0.5
CPT0089020003
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0086950003
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0086360003
Tumor
0.5
CPT0092160003
Tumor
0.5
CPT0025350003
Tumor
0.4
CPT0020120003
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0001500009
Tumor
0.4
CPT0078510003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0023690003
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0066480003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0065690003
Tumor
0.2
CPT0014450004
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0092190003
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0077490003
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0078800003
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0011410003
Tumor
-0.1
CPT0001270001
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0012900004
Tumor
-0.1
CPT0075570001
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0010120001
Normal
-0.3
CPT0017450001
Normal
-0.3
CPT0002270011
Tumor
-0.3
CPT0063640001
Normal
-0.3
CPT0014470001
Normal
-0.4
CPT0082010001
Normal
-0.4
CPT0018250001
Normal
-0.4
CPT0088570001
Normal
-0.4
CPT0076350001
Normal
-0.4
CPT0078530001
Normal
-0.4
CPT0088970003
Tumor
-0.4
CPT0012290003
Normal
-0.4
CPT0089040001
Normal
-0.4
CPT0023710001
Normal
-0.4
CPT0078840001
Normal
-0.4
CPT0063330001
Normal
-0.4
CPT0012640003
Normal
-0.5
CPT0078660003
Tumor
-0.5
CPT0086970003
Normal
-0.5
CPT0000660001
Normal
-0.5
CPT0024680001
Normal
-0.5
CPT0006530001
Normal
-0.5
CPT0001550001
Normal
-0.5
CPT0086890003
Normal
-0.5
CPT0079430001
Normal
-0.5
CPT0066520001
Normal
-0.5
CPT0069190001
Normal
-0.5
CPT0012090003
Normal
-0.5
CPT0010170001
Normal
-0.5
CPT0092740003
Normal
-0.5
CPT0065450001
Normal
-0.5
CPT0081620001
Normal
-0.6
CPT0088710001
Normal
-0.6
CPT0065820001
Normal
-0.6
CPT0079180003
Tumor
-0.6
CPT0002370001
Normal
-0.6
CPT0012920003
Normal
-0.6
CPT0088920001
Normal
-0.6
CPT0077500001
Normal
-0.6
CPT0009020003
Normal
-0.6
CPT0025610001
Normal
-0.6
CPT0087050003
Normal
-0.6
CPT0000890001
Normal
-0.6
CPT0026420001
Normal
-0.6
CPT0064400001
Normal
-0.6
CPT0014350001
Normal
-0.6
CPT0001350001
Normal
-0.6
CPT0000790001
Normal
-0.6
CPT0025060001
Normal
-0.6
CPT0089480003
Normal
-0.6
CPT0006950001
Normal
-0.7
CPT0077140001
Normal
-0.7
CPT0078940001
Normal
-0.7
CPT0088640003
Normal
-0.7
CPT0007470001
Normal
-0.7
CPT0079300001
Normal
-0.7
CPT0013790003
Normal
-0.7
CPT0001230001
Normal
-0.7
CPT0086830003
Normal
-0.7
CPT0069010001
Normal
-0.7
CPT0007870001
Normal
-0.7
CPT0009080003
Normal
-0.7
CPT0014130001
Normal
-0.7
CPT0023360001
Normal
-0.7
CPT0088780001
Normal
-0.7
CPT0086370003
Normal
-0.7
CPT0079000001
Normal
-0.7
CPT0020130001
Normal
-0.7
CPT0079510001
Normal
-0.7
CPT0078670001
Normal
-0.7
CPT0020020001
Normal
-0.7
CPT0092800003
Normal
-0.8
CPT0088500001
Normal
-0.8
CPT0012770003
Normal
-0.8
CPT0001510001
Normal
-0.8
CPT0092310003
Normal
-0.8
CPT0006730001
Normal
-0.8
CPT0066430001
Normal
-0.8
CPT0019160001
Normal
-0.8
CPT0012570003
Normal
-0.8
CPT0025920001
Normal
-0.9
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
