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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.
EVI2B 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
3.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
29.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
14.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
9.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
9.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
9.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
7.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
7.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
7.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
6.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
5.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
5.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
5.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
5.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
5.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
4.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
4.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
4.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
4.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
4.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
4.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
3.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
3.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
3.5
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
3.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
3.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
3.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
2.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
2.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
2.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
2.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
2.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
1.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
1.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
1.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
1.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
1.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
1.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
0.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
0.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
0.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
0.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
0.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
0.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 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.
EVI2B 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
21.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
102.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
88.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
85.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
84.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
79.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
76.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
75.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
74.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
68.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
66.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
60.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
57.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
57.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
55.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
54.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
54.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
53.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
53.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
53.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
52.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
52.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
51.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
51.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
51.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
49.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
49.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
48.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
47.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
47.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
47.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
47.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
46.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
46.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
45.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
45.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
45.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
45.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
44.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
44.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
43.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
42.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
42.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
42.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
41.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
41.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
41.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
41.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
41.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
40.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
40.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
40.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
40.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
40.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
39.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
39.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
38.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
38.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
38.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
38.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
38.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
38.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
37.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
37.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
37.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
37.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
37.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
37.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
36.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
35.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
35.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
35.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
35.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
35.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
35.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
34.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
34.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
34.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
34.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
34.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
33.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
33.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
33.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
33.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
32.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
32.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
32.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
32.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
32.5
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
32.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
32.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
32.3
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
32.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
32.1
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
31.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
31.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
31.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
31.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
31.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
31.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
31.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
30.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
30.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
30.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
30.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
30.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
30.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
30.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
30.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
30.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
30.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
29.9
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
29.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
29.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
29.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
29.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
29.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
29.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
29.5
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
29.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
29.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
29.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
28.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
28.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
28.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
28.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
28.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
28.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
28.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
28.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
28.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
28.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
28.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
27.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
27.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
27.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
27.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
27.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
27.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
27.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
27.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
27.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
26.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
26.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
26.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
26.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
26.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
26.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
26.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
26.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
26.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
26.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
26.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
26.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
26.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
25.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
25.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
25.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
25.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
25.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
25.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
25.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
25.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
25.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
25.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
25.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
25.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
25.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
25.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
25.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
25.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
25.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
25.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
24.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
24.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
24.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
24.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
24.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
24.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
24.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
24.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
23.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
23.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
23.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
23.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
23.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
22.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
22.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
22.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
22.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
22.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
22.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
22.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
22.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
22.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
22.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
22.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
21.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
21.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
21.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
21.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
21.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
21.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
21.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
21.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
21.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
21.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
21.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
21.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
21.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
21.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
21.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
21.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
21.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
21.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
21.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
21.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
21.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
21.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
20.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
20.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
20.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
20.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
20.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
20.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
20.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
20.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
20.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
20.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
20.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
20.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
20.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
20.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
20.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
20.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
20.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
20.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
20.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
20.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
20.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
20.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
20.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
19.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
19.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
19.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
19.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
19.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
19.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
19.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
19.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
19.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
19.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
19.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
19.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
19.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
19.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
19.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
19.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
18.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
18.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
18.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
18.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
18.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
18.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
18.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
18.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
18.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
18.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
18.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
18.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
17.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
17.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
17.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
17.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
17.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
17.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
17.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
17.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
17.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
17.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
17.3
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
17.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
17.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
17.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
17.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
17.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
17.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
16.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
16.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
16.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
16.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
16.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
16.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
16.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
16.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
16.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
16.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
16.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
16.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
16.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
16.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
16.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
16.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
16.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
16.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
16.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
15.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
15.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
15.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
15.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
15.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
15.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
15.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
15.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
15.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
15.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
15.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
15.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
15.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
15.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
15.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
15.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
15.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
15.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
15.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
15.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
14.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
14.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
14.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
14.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
14.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
14.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
14.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
14.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
14.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
14.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
14.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
14.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
14.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
14.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
14.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
14.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
14.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
13.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
13.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
13.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
13.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
13.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
13.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
13.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
13.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
13.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
13.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
13.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
13.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
13.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
13.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
13.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
13.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
12.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
12.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
12.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
12.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.6
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
12.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
12.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
12.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
12.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
12.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
11.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
11.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
11.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
11.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
11.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
11.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
11.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
11.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
11.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
11.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
11.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
11.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
11.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
11.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
11.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
11.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
11.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
10.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
10.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
10.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
10.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
10.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
10.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
10.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
10.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
10.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
10.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
10.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
10.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
10.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
10.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
9.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
9.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
9.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
9.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
9.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
9.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
9.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
9.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
9.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
9.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
9.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
9.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
9.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
9.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
9.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
9.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
9.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
9.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
9.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
9.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
9.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
9.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
9.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
9.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
8.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
8.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
8.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
8.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
8.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
8.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
8.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
8.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
8.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
8.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
8.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
8.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
7.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
7.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
7.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
7.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
7.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
7.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
7.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
7.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
7.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
6.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
6.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
6.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
6.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
6.7
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
6.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
6.6
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
6.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
6.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
6.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
6.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
5.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
5.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
5.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
5.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
5.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
4.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
4.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
4.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
4.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
4.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
4.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
4.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
4.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
4.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
4.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
4.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
4.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
4.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
3.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
3.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
3.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
3.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
3.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
3.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
3.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
2.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
2.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
2.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
2.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
2.2
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
2.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
2.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
1.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
0.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
0.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
0.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.6
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.
EVI2B 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
30.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
106.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
102.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
88.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
68.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
63.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
62.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
58.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
58.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
57.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
57.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
52.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
52.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
51.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
50.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
49.1
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
48.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
47.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
45.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
43.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
43.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
40.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
40.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
40.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
39.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
38.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
38.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
38.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
38.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
38.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
36.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
36.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
36.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
35.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
35.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
34.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
34.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
34.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
33.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
33.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
33.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
32.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
32.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
31.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
30.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
30.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
29.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
28.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
26.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
24.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
24.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
24.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
21.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
20.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
20.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
20.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
20.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
20.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
19.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
19.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
18.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
18.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
18.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
18.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
18.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
17.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
17.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
17.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
17.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
17.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
17.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
16.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
16.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
16.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
15.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
15.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
15.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
14.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
14.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
14.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
13.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
13.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
11.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
11.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
11.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
9.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
9.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
8.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
5.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
5.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
3.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
3.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EVI2B 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
9.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
61.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
48.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
45.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
39.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
36.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
36.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
33.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
33.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
32.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
32.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
31.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
30.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
30.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
30.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
29.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
29.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
27.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
27.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
26.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
25.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
25.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
24.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
24.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
24.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
24.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
24.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
24.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
23.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
23.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
23.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
22.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
22.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
22.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
21.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
21.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
21.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
20.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
20.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
20.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
19.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
19.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
18.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
18.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
18.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
18.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
18.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
18.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
17.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
17.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
17.1
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
17.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
16.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
16.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
16.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
16.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
16.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
16.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
16.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
16.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
15.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
15.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
15.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
14.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
14.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
14.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
14.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
13.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
13.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
13.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
13.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
13.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
13.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
13.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
12.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
12.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
12.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
12.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
11.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
11.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
11.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
11.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
11.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
11.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
11.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
11.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
11.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
11.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
10.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
10.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
10.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
10.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
9.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
9.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
9.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
9.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
9.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
9.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
9.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
9.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
9.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
9.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
9.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
9.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
9.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
9.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
9.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
9.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
9.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
8.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
8.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
8.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
8.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
8.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
8.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
8.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
8.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
8.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
8.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
8.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
8.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
8.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
7.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
7.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
7.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
7.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
7.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
7.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
7.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
7.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
7.2
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
7.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
7.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
7.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
7.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
7.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
7.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
6.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
6.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
6.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
6.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
6.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
6.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
6.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
6.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
6.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
6.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
6.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
6.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
6.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
6.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
6.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
5.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
5.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
5.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
5.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
5.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
5.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
5.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
5.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
5.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
5.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
5.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
5.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
5.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
5.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
5.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
5.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
5.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
5.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
5.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
5.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
5.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
5.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
4.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
4.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
4.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
4.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
4.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
4.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
4.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
4.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
4.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
4.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
4.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
4.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
4.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
4.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
4.0
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
4.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
3.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
3.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
3.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
3.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
3.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
3.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
3.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
3.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
3.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
3.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
3.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
3.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
3.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
3.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
3.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
3.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
3.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
3.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
3.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
3.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
3.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
3.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
3.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
3.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
3.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
3.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
3.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
2.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
2.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
2.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
2.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
2.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
2.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
2.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
2.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
2.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
2.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
2.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
2.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
2.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
2.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
2.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
2.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
2.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
2.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
2.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
2.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
2.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
2.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
1.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
1.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
1.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
1.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
1.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
1.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
1.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
1.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
1.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
1.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
1.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
1.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
0.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
0.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 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
CPT0088550004
Tumor
2.7
CPT0012180003
Tumor
1.8
CPT0014160003
Tumor
1.7
CPT0092730003
Tumor
1.7
CPT0006630003
Tumor
1.6
CPT0069160003
Tumor
1.4
CPT0025050003
Tumor
1.3
CPT0076330003
Tumor
1.3
CPT0084560003
Tumor
1.2
CPT0078510003
Tumor
1.2
CPT0092290003
Tumor
1.2
CPT0002350011
Tumor
1.2
CPT0075560003
Tumor
1.1
CPT0079380003
Tumor
1.1
CPT0063630003
Tumor
1.1
CPT0081880003
Tumor
1.0
CPT0020120003
Tumor
1.0
CPT0092160003
Tumor
0.9
CPT0023350003
Tumor
0.9
CPT0010110003
Tumor
0.9
CPT0078800003
Tumor
0.9
CPT0017850003
Tumor
0.9
CPT0015730003
Tumor
0.8
CPT0065430003
Tumor
0.8
CPT0012280003
Tumor
0.8
CPT0023690003
Tumor
0.8
CPT0086360003
Tumor
0.8
CPT0075130003
Tumor
0.8
CPT0025290003
Tumor
0.7
CPT0078990003
Tumor
0.7
CPT0081990003
Tumor
0.7
CPT0066480003
Tumor
0.7
CPT0075170001
Normal
0.6
CPT0001180009
Tumor
0.6
CPT0077310003
Tumor
0.6
CPT0001260009
Tumor
0.6
CPT0087040003
Tumor
0.6
CPT0065690003
Tumor
0.6
CPT0065750003
Tumor
0.6
CPT0086030003
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0088480003
Tumor
0.5
CPT0001540009
Tumor
0.5
CPT0089020003
Tumor
0.5
CPT0079410003
Tumor
0.5
CPT0092790003
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0075720003
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0077320001
Normal
0.4
CPT0078930003
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0006900003
Tumor
0.2
CPT0000640003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0079230003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0012080003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0086820003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0000780007
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0012290003
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0011410003
Tumor
-0.2
CPT0069000003
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0018250001
Normal
-0.2
CPT0078830003
Tumor
-0.2
CPT0092190003
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0071150004
Tumor
-0.3
CPT0014450004
Tumor
-0.3
CPT0085670003
Tumor
-0.3
CPT0077490003
Tumor
-0.3
CPT0001340003
Tumor
-0.3
CPT0025880003
Tumor
-0.4
CPT0075570001
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0088900003
Tumor
-0.4
CPT0069190001
Normal
-0.4
CPT0010160003
Tumor
-0.4
CPT0012090003
Normal
-0.4
CPT0088710001
Normal
-0.4
CPT0000890001
Normal
-0.4
CPT0013790003
Normal
-0.4
CPT0078660003
Tumor
-0.5
CPT0066430001
Normal
-0.5
CPT0006440003
Tumor
-0.5
CPT0001270001
Normal
-0.5
CPT0012640003
Normal
-0.5
CPT0069010001
Normal
-0.5
CPT0001190001
Normal
-0.5
CPT0063330001
Normal
-0.6
CPT0019160001
Normal
-0.6
CPT0088970003
Tumor
-0.6
CPT0006530001
Normal
-0.6
CPT0001550001
Normal
-0.6
CPT0014470001
Normal
-0.6
CPT0086830003
Normal
-0.6
CPT0079000001
Normal
-0.6
CPT0020020001
Normal
-0.6
CPT0002370001
Normal
-0.7
CPT0063640001
Normal
-0.7
CPT0026420001
Normal
-0.7
CPT0087050003
Normal
-0.7
CPT0082010001
Normal
-0.7
CPT0086970003
Normal
-0.7
CPT0081620001
Normal
-0.7
CPT0065820001
Normal
-0.7
CPT0077500001
Normal
-0.8
CPT0014350001
Normal
-0.8
CPT0025610001
Normal
-0.8
CPT0023360001
Normal
-0.8
CPT0007470001
Normal
-0.8
CPT0088640003
Normal
-0.9
CPT0078530001
Normal
-0.9
CPT0024680001
Normal
-0.9
CPT0025920001
Normal
-1.0
CPT0001510001
Normal
-1.0
CPT0000660001
Normal
-1.0
CPT0006950001
Normal
-1.0
CPT0079430001
Normal
-1.0
CPT0079510001
Normal
-1.0
CPT0023710001
Normal
-1.0
CPT0065450001
Normal
-1.1
CPT0078840001
Normal
-1.1
CPT0076350001
Normal
-1.1
CPT0088920001
Normal
-1.1
CPT0000790001
Normal
-1.1
CPT0014130001
Normal
-1.2
CPT0078940001
Normal
-1.2
CPT0012570003
Normal
-1.2
CPT0089040001
Normal
-1.2
CPT0001350001
Normal
-1.2
CPT0086890003
Normal
-1.2
CPT0086370003
Normal
-1.3
CPT0089480003
Normal
-1.3
CPT0077140001
Normal
-1.3
CPT0025060001
Normal
-1.3
CPT0092800003
Normal
-1.3
CPT0064400001
Normal
-1.4
CPT0079300001
Normal
-1.4
CPT0010170001
Normal
-1.4
CPT0078670001
Normal
-1.4
CPT0006730001
Normal
-1.4
CPT0092740003
Normal
-1.4
CPT0020130001
Normal
-1.5
CPT0001230001
Normal
-1.6
CPT0092310003
Normal
-1.6
CPT0012770003
Normal
-1.7
CPT0079180003
Tumor
-1.8
CPT0007870001
Normal
-1.8
CPT0012920003
Normal
N/A
CPT0021240003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0009000003
Tumor
N/A
CPT0009020003
Normal
N/A
CPT0017410003
Tumor
N/A
CPT0017450001
Normal
N/A
CPT0009080003
Normal
N/A
CPT0009060003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
