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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.
IL18BP 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
6.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
26.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
24.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
22.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
22.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
21.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
17.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
16.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
13.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
13.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
12.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
11.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
9.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
9.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.8
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
8.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
7.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
7.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
6.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
6.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
6.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
6.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
6.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
6.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
5.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
5.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
5.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
5.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
5.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
5.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
4.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
3.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
3.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
3.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
3.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
3.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
3.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
3.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
3.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
3.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
2.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
2.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
2.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
2.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
2.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
1.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
1.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 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.
IL18BP 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
27.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
97.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
97.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
94.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
88.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
81.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
79.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
78.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
76.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
76.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
75.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
74.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
73.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
71.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
71.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
70.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
70.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
69.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
68.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
66.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
66.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
65.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
64.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
63.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
62.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
62.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
62.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
61.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
60.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
59.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
59.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
57.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
57.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
57.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
57.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
57.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
57.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
56.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
56.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
56.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
56.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
55.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
54.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
53.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
53.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
52.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
52.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
50.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
50.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
50.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
49.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
49.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
49.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
49.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
49.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
49.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
49.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
48.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
48.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
48.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
48.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
48.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
48.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
47.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
46.7
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
46.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
46.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
46.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
45.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
45.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
44.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
44.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
44.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
44.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
43.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
43.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
43.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
43.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
42.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
42.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
42.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
42.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
42.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
41.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
41.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
41.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
41.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
41.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
40.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
40.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
40.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
40.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
40.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
40.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
40.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
39.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
39.7
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
39.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
39.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
39.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
39.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
39.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
39.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
38.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
38.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
38.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
38.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
38.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
38.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
38.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
38.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
38.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
38.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
37.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
37.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
37.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
37.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
37.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
36.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
36.8
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
36.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
36.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
36.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
36.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
36.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
36.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
35.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
35.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
35.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
35.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
35.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
35.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
35.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
35.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
34.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
34.8
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
34.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
34.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
34.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
34.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
34.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
34.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
34.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
34.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
33.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
33.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
33.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
33.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
33.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
33.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
32.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
32.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
32.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
32.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
32.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
32.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
31.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
31.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
31.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
31.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
31.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
31.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
31.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
31.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
30.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
30.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
30.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
30.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
30.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
30.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
30.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
30.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
30.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
30.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
30.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
30.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
29.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
29.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
29.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
29.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
29.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
29.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
29.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
29.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
28.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
28.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
28.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
28.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
28.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
28.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
28.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
28.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
28.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
28.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
28.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
28.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
28.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
28.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
27.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
27.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
27.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
27.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
27.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
27.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
27.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
27.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
27.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
27.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
27.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
27.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
27.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
27.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
27.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
27.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
27.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
27.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
26.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
26.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
26.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
26.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
26.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
26.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
26.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
26.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
26.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
26.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
26.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
26.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
26.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
25.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
25.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
25.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
25.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
25.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
25.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
25.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
25.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
25.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
25.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
25.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
25.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
25.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
25.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
25.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
25.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
24.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
24.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
24.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
24.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
24.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
24.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
24.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
24.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
24.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
24.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
24.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
24.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
24.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
24.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
24.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
24.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
24.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
24.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
23.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
23.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
23.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
23.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
23.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
23.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
23.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
23.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
23.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
23.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
23.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
23.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
23.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
23.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
23.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
23.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
23.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
22.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
22.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
22.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
22.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
22.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
22.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
22.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
22.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
22.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
22.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
22.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
22.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
22.0
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
22.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
22.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
21.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
21.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
21.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
21.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
21.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
21.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
21.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
21.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
21.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
21.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
21.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
21.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
21.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
21.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
21.3
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
21.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
21.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
21.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
21.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
20.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
20.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
20.8
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
20.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
20.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
20.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
20.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
20.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
20.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
20.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
20.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.2
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
20.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
20.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
20.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
20.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
20.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
20.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
19.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
19.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
19.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
19.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
19.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
19.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
19.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
19.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
19.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
19.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
19.4
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
19.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
19.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
19.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
19.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
19.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
19.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
19.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
18.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
18.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
18.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
18.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
18.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
18.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
18.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
18.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
18.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
18.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
18.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
18.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
18.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
18.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
18.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
18.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
17.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
17.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
17.7
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
17.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
17.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
17.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
17.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
17.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
17.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
17.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
17.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
17.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
17.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
17.0
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
17.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
17.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
17.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
17.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
16.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
16.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
16.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
16.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
16.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
16.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
16.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
16.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
16.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
16.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
16.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
16.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
16.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
16.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
16.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
15.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
15.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
15.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
15.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
15.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
15.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
15.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
15.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
15.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
15.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
15.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
15.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
15.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
15.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
15.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
15.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
15.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
15.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
15.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
14.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
14.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
14.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
14.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
14.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
14.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
14.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
14.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
14.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
14.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
14.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
14.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
13.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
13.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
13.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
13.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
13.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
13.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
13.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
13.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
12.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
12.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
12.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
12.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
12.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
12.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
12.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
12.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
12.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
12.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
12.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
12.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
12.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
11.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
11.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
11.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
11.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
11.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
11.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
11.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
11.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
11.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
11.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
11.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
10.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
10.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
10.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.8
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
10.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
10.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
10.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
10.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
10.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
10.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
10.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
9.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
9.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
9.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
9.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
9.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
9.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
9.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
8.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
8.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
7.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
7.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
7.5
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
7.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
7.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
6.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
6.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
6.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
5.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
5.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
5.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
5.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
4.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
4.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
4.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
4.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
3.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
3.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
3.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
3.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
2.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
2.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
2.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
2.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
2.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
IL18BP 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
25.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
83.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
82.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
80.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
64.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
63.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
62.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
61.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
60.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
51.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
50.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
45.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
42.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
41.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
40.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
39.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
37.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
37.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
35.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
35.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
35.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
34.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
33.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
32.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
31.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
30.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
30.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
30.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
29.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
28.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
28.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
28.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
28.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
27.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
26.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
25.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
24.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
24.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
24.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
23.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
23.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
22.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
22.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
22.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
22.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
22.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
21.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
21.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
21.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
21.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
21.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
19.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
19.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
19.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
19.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
19.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
18.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
18.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
18.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
18.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
18.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
18.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
17.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
17.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
16.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
16.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
16.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
16.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
16.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
16.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
15.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
15.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
15.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
14.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
14.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
14.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
14.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
14.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
13.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
13.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
13.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
13.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
12.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
12.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
12.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.4
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
12.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
12.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
11.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
11.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
11.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
11.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
10.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
8.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
7.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
5.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
4.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
3.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IL18BP 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
12.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
119.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
79.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
74.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
69.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
54.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
43.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
42.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
41.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
36.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
36.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
35.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
34.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
32.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
32.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
31.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
31.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
31.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
30.1
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
30.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
29.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
28.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
27.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
27.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
27.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
26.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
26.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
26.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
25.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
25.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
25.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
25.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
25.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
24.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
24.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
24.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
23.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
22.8
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
22.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
20.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
20.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
20.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
20.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
19.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
19.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
19.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
18.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
18.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
18.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
18.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
17.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
17.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
17.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
16.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
16.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
16.6
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
16.5
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
16.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
16.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
15.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
15.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
15.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
15.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
15.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
15.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
15.2
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
15.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
14.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
14.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
14.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
14.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
14.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
14.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
13.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
13.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
13.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
13.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
13.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
13.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
13.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
13.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
12.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
12.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
12.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
12.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
12.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
12.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
12.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
12.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
12.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
12.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
12.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
12.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
11.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
11.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
11.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
11.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
11.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
11.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
11.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
11.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
11.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
11.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
11.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
11.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
11.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
11.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
10.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
10.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
10.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
10.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
10.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
10.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
10.4
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
10.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
10.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
10.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
10.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
10.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
9.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
9.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
9.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
9.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
9.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
9.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
9.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
9.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
9.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
9.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
9.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
9.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
8.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
8.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
8.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
8.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
8.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
8.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
8.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
8.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
8.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
8.4
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
8.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
8.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
8.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
8.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
8.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
8.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
8.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
8.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
8.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
8.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
8.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
7.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
7.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
7.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
7.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
7.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
7.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
7.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
7.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
7.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
7.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
7.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
7.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
7.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
7.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
7.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
7.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
7.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
7.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
7.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
6.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
6.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
6.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
6.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
6.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
6.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
6.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
6.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
6.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
6.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
6.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
6.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
6.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
6.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
6.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
6.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
6.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
6.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
6.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
6.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
6.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
6.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
6.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
6.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
6.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
6.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
6.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
6.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
6.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
5.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
5.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
5.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
5.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
5.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
5.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
5.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
5.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
5.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
5.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
5.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
5.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
5.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
5.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
5.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
5.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
5.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
5.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
4.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
4.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
4.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
4.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
4.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
4.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
4.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
4.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
4.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
4.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
4.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
4.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
4.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
4.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
4.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
4.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
4.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
4.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
3.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
3.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
3.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
3.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
3.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
3.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
3.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
3.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
3.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
3.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
3.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
3.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
3.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.2
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
3.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
3.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
3.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
2.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
2.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
2.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
2.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
2.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
2.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
2.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
2.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
2.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
1.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
1.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
1.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0084560003
Tumor
3.1
CPT0076330003
Tumor
2.8
CPT0075170001
Normal
2.2
CPT0088550004
Tumor
2.2
CPT0001190001
Normal
1.8
CPT0063630003
Tumor
1.6
CPT0092190003
Normal
1.6
CPT0084590001
Normal
1.2
CPT0023350003
Tumor
1.2
CPT0000640003
Tumor
1.1
CPT0069190001
Normal
1.1
CPT0081990003
Tumor
1.1
CPT0015910003
Tumor
1.1
CPT0089020003
Tumor
1.0
CPT0092160003
Tumor
0.9
CPT0025350003
Tumor
0.9
CPT0012550003
Tumor
0.9
CPT0089040001
Normal
0.8
CPT0075560003
Tumor
0.7
CPT0075130003
Tumor
0.7
CPT0069160003
Tumor
0.7
CPT0002350011
Tumor
0.7
CPT0001260009
Tumor
0.6
CPT0007320003
Tumor
0.6
CPT0007860003
Tumor
0.6
CPT0078530001
Normal
0.5
CPT0064370003
Tumor
0.5
CPT0087040003
Tumor
0.5
CPT0092730003
Tumor
0.5
CPT0012280003
Tumor
0.5
CPT0088690003
Tumor
0.5
CPT0075570001
Normal
0.5
CPT0063320003
Tumor
0.4
CPT0088710001
Normal
0.4
CPT0077320001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0009000003
Tumor
0.4
CPT0079380003
Tumor
0.4
CPT0063640001
Normal
0.3
CPT0065870003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0021240003
Tumor
0.3
CPT0023710001
Normal
0.3
CPT0007470001
Normal
0.3
CPT0086970003
Normal
0.3
CPT0000870016
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0013790003
Normal
0.2
CPT0087050003
Normal
0.2
CPT0017410003
Tumor
0.2
CPT0065690003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0001270001
Normal
0.1
CPT0025110003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0078840001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0065750003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0079410003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0012180003
Tumor
-0.1
CPT0023690003
Tumor
-0.2
CPT0076350001
Normal
-0.2
CPT0020120003
Tumor
-0.2
CPT0086820003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0078990003
Tumor
-0.2
CPT0088630003
Tumor
-0.2
CPT0002270011
Tumor
-0.2
CPT0012640003
Normal
-0.2
CPT0011240003
Tumor
-0.3
CPT0017450001
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0011410003
Tumor
-0.3
CPT0009020003
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0014370004
Tumor
-0.3
CPT0089480003
Normal
-0.4
CPT0020130001
Normal
-0.4
CPT0077490003
Tumor
-0.4
CPT0088760003
Tumor
-0.4
CPT0069000003
Tumor
-0.4
CPT0023360001
Normal
-0.4
CPT0088500001
Normal
-0.4
CPT0012090003
Normal
-0.4
CPT0002370001
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0017850003
Tumor
-0.4
CPT0085670003
Tumor
-0.4
CPT0010170001
Normal
-0.5
CPT0088480003
Tumor
-0.5
CPT0006730001
Normal
-0.5
CPT0015810003
Tumor
-0.5
CPT0012290003
Normal
-0.5
CPT0082010001
Normal
-0.5
CPT0081880003
Tumor
-0.5
CPT0063330001
Normal
-0.5
CPT0088640003
Normal
-0.5
CPT0012670003
Tumor
-0.6
CPT0065930003
Tumor
-0.6
CPT0077310003
Tumor
-0.6
CPT0025880003
Tumor
-0.6
CPT0024680001
Normal
-0.6
CPT0079300001
Normal
-0.6
CPT0025920001
Normal
-0.6
CPT0077140001
Normal
-0.6
CPT0001350001
Normal
-0.6
CPT0064400001
Normal
-0.7
CPT0000660001
Normal
-0.7
CPT0079430001
Normal
-0.7
CPT0012570003
Normal
-0.7
CPT0078830003
Tumor
-0.7
CPT0086870003
Tumor
-0.7
CPT0078670001
Normal
-0.7
CPT0078800003
Tumor
-0.8
CPT0092740003
Normal
-0.8
CPT0069010001
Normal
-0.8
CPT0086950003
Tumor
-0.8
CPT0009060003
Tumor
-0.8
CPT0077110003
Tumor
-0.9
CPT0012080003
Tumor
-0.9
CPT0079480003
Tumor
-0.9
CPT0019160001
Normal
-0.9
CPT0079000001
Normal
-0.9
CPT0006630003
Tumor
-1.0
CPT0078940001
Normal
-1.0
CPT0007870001
Normal
-1.0
CPT0086890003
Normal
-1.0
CPT0078660003
Tumor
-1.1
CPT0001340003
Tumor
-1.1
CPT0012770003
Normal
-1.1
CPT0009080003
Normal
-1.2
CPT0086030003
Tumor
-1.2
CPT0079180003
Tumor
-1.3
CPT0078510003
Tumor
-1.3
CPT0078930003
Tumor
-1.4
CPT0089460004
Tumor
-1.4
CPT0025170003
Tumor
-1.5
CPT0025290003
Tumor
-1.5
CPT0024670003
Tumor
-1.6
CPT0014450004
Tumor
-1.8
CPT0015730003
Tumor
-1.8
CPT0010160003
Tumor
-2.7
CPT0026410003
Tumor
N/A
CPT0000790001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0071150004
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0025050003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0001510001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0092290003
Tumor
N/A
CPT0006440003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0014160003
Tumor
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0014130001
Normal
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0092310003
Normal
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0081620001
Normal
N/A
CPT0001230001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0001220008
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0025060001
Normal
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
