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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.
DAB2IP 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
82.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
274.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
233.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
218.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
194.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
166.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
160.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
150.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
129.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
124.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
116.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
109.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
108.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
108.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
106.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
103.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
100.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
99.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
94.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
94.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
93.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
92.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
92.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
91.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
87.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
86.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
84.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
84.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
84.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
83.6
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
80.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
80.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
77.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
73.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
72.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
71.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
68.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
68.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
67.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
67.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
63.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
62.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
56.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
54.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
51.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
49.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
46.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
45.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
44.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
43.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
42.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
41.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
40.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
40.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
38.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
32.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
31.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
31.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
30.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
28.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
26.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
24.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
22.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
17.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 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.
DAB2IP is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
78.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
65.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
65.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
61.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
57.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
57.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
56.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
53.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
53.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
53.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
53.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
52.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
51.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
51.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
50.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
50.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
50.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
50.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
47.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
47.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
47.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
47.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
47.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
46.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
46.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
46.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
46.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
45.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
45.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
45.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
45.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
44.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
44.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
44.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
43.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
43.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
43.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
43.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
42.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
42.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
42.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
41.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
41.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
41.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
41.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
41.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
40.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
40.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
40.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
40.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
39.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
39.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
39.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
39.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
39.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
39.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
39.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
39.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
39.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
38.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
38.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
38.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
38.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
37.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
37.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
37.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
37.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
37.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
36.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
36.9
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
36.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
36.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
36.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
36.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
35.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
35.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
35.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
35.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
34.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
34.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
34.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
34.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
34.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
34.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
34.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
34.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
34.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
33.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
33.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
33.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
33.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
33.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
32.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
32.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
32.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
32.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
32.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
32.6
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
32.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
32.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
32.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
32.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
31.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
31.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
31.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
31.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
31.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
31.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
31.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
31.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
31.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
31.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
31.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
31.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
31.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
31.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
30.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
30.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
30.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
30.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
30.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
30.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
30.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
30.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
30.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
30.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
30.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
30.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
30.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
29.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
29.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
29.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
29.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
29.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
29.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
29.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
29.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
29.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
29.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
29.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
29.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
29.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
29.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
29.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
29.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
29.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
29.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
29.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
29.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
28.7
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
28.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
28.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
28.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
28.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
28.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
28.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
28.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
28.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
27.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
27.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
27.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
27.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
27.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
27.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
27.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
27.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
27.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
27.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
27.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
26.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
26.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
26.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
26.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
26.6
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
26.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
26.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
26.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
26.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
26.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
26.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
26.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
25.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
25.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
25.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
25.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
25.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
25.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
25.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
25.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
25.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
25.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
25.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
25.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
25.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
25.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
25.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
25.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
25.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
24.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
24.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
24.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
24.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
24.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
24.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
24.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
24.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
24.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
24.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
24.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
24.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
24.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
24.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
24.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
24.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
24.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
24.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
23.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
23.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
23.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
23.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
23.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
23.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
23.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
23.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
23.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
23.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
23.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
23.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
23.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
23.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
23.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
23.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
23.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
23.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
23.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
23.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
23.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
23.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
23.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
23.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
23.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
23.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
23.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
23.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
22.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
22.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
22.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
22.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
22.8
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
22.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
22.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
22.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
22.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
22.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
22.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
22.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
22.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
22.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
22.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
21.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
21.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
21.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
21.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
21.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
21.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
21.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
21.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
21.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
21.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
21.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
21.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
21.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
21.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
21.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
21.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
21.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
21.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
21.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
21.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
21.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
21.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
20.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
20.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
20.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
20.8
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
20.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
20.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
20.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
20.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
20.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
20.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
20.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
20.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
20.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
20.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
20.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
20.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
20.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
20.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
20.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
20.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
20.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
20.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
19.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
19.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
19.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
19.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
19.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
19.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
19.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
19.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
19.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
19.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
19.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
19.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
19.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
19.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
19.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
19.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
18.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
18.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
18.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
18.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
18.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
18.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
18.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
18.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
18.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
18.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
18.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
18.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
18.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
18.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
18.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
17.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
17.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
17.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
17.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
17.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
17.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
17.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
17.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
17.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
17.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
17.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
17.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
17.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
17.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
17.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
17.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
17.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
17.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
17.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
17.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
16.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
16.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
16.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
16.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
16.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
16.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
16.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
16.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
16.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
16.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
16.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
16.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
16.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
16.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
16.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
16.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
15.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
15.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
15.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
15.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
15.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
15.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
15.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
15.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
15.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
15.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
15.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
15.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
15.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
15.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
15.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
15.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
15.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
15.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
15.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
15.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
15.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
15.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
14.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
14.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
14.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
14.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
14.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
14.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
14.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
14.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
14.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
14.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
13.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
13.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
13.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
13.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
13.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
13.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
13.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
13.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
13.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
13.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
13.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
13.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
13.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
13.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
12.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
12.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
12.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
12.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
12.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
12.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
12.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
12.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
12.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
12.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
12.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
12.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
12.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
12.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
12.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
12.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
12.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
11.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
11.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
11.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
11.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
11.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
11.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
11.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
11.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
11.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
11.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
10.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
10.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
10.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
10.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
10.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
10.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
10.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
10.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
10.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
10.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
10.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
10.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
9.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
9.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
9.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
9.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
9.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
9.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
9.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
9.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
9.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
9.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
9.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
9.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
9.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
9.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
9.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
9.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
8.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
8.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
8.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
8.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
8.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
8.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
8.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
8.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
7.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
7.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
7.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
7.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
6.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
6.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
6.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
6.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
5.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
5.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
4.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
4.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
4.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
3.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
3.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
2.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
2.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 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.
DAB2IP is validated prognostic, high expression is favorable 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
28.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
76.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
58.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
58.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
53.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
53.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
53.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
52.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
51.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
51.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
50.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
50.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
47.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
46.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
46.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
45.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
44.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
43.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
42.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
41.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
41.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
39.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
38.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
37.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
37.3
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
36.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
36.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
34.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
34.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
34.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
33.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
32.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
31.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
31.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
31.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
31.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
30.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
30.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
30.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
30.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
30.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
29.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
28.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
28.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
27.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
27.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
27.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
26.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
26.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
25.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
25.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
25.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
25.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
25.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
25.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
24.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
24.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
24.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
24.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
24.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
23.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
23.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
23.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
22.1
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
21.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
21.8
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
21.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
21.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
21.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
20.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
20.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
19.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
19.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
19.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
18.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
17.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
16.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
16.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
15.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
15.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
15.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
15.0
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
14.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
14.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
13.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
13.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
11.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
11.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
10.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
10.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
9.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
8.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
7.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
7.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
6.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
6.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
5.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 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.
DAB2IP is potential prognostic, high expression is favorable 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
23.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
91.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
88.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
86.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
76.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
72.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
70.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
67.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
61.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
59.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
58.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
57.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
55.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
55.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
53.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
50.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
50.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
49.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
48.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
48.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
48.0
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
47.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
46.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
46.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
45.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
43.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
43.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
43.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
43.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
42.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
41.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
40.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
40.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
40.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
40.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
39.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
38.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
37.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
37.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
37.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
37.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
37.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
35.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
35.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
35.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
35.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
32.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
31.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
31.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
31.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
30.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
30.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
30.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
30.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
30.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
30.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
30.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
29.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
29.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
29.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
29.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
29.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
29.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
28.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
28.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
28.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
28.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
28.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
27.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
27.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
27.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
27.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
27.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
27.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
27.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
27.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
27.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
27.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
27.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
26.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
26.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
26.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
26.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
26.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
26.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
26.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
26.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
26.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
26.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
25.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
25.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
25.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
25.8
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
25.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
25.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
25.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
25.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
25.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
24.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
24.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
24.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
24.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
24.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
24.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
24.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
24.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
23.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
23.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
23.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
23.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
23.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
23.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
23.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
23.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
23.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
22.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
22.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
22.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
22.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
21.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
21.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
21.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
21.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
21.6
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
21.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
21.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
21.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
21.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
21.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
21.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
21.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
21.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
21.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
21.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
21.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
21.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
21.1
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
20.9
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
20.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
20.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
20.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
20.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
20.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
20.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
19.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
19.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
19.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
19.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
19.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
19.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
19.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
19.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
19.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
19.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
19.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
19.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
18.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
18.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
18.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
18.6
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
18.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
18.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
18.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
18.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
18.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
18.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
18.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
17.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
17.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
17.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
17.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
17.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
17.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
17.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
17.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
17.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
17.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
17.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
17.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
17.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
17.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
17.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
16.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
16.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
16.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
16.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
16.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
16.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
16.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
16.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
16.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
15.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
15.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
15.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
15.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
15.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
15.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
15.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
15.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
14.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
14.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
14.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
14.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
14.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
14.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
14.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
13.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
13.8
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
13.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
13.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
13.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
13.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
13.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
13.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
13.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
13.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
13.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
13.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
13.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
12.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
12.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
12.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
12.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
12.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
12.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
12.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
12.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
12.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
11.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
11.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
11.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
11.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
11.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
11.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
11.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
11.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
11.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
11.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
11.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
10.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
10.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
10.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
10.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
10.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
10.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
10.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
10.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
10.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
10.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
9.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
9.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
9.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
9.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
9.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
9.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
9.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
9.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
8.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
8.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
8.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
8.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
8.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
8.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
8.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
8.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
7.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
7.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
7.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
6.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
6.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
5.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
5.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
5.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
5.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
4.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
1.8
CPT0078660003
Tumor
0.9
CPT0000640003
Tumor
0.7
CPT0069000003
Tumor
0.7
CPT0088630003
Tumor
0.6
CPT0014370004
Tumor
0.5
CPT0085670003
Tumor
0.5
CPT0066470004
Tumor
0.5
CPT0079300001
Normal
0.4
CPT0088760003
Tumor
0.4
CPT0086030003
Tumor
0.4
CPT0012640003
Normal
0.4
CPT0077490003
Tumor
0.4
CPT0075720003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0079510001
Normal
0.3
CPT0002370001
Normal
0.3
CPT0006440003
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0019130003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0078940001
Normal
0.3
CPT0026410003
Tumor
0.3
CPT0001550001
Normal
0.2
CPT0025580004
Tumor
0.2
CPT0001340003
Tumor
0.2
CPT0019160001
Normal
0.2
CPT0012370003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0075560003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0065450001
Normal
0.2
CPT0063330001
Normal
0.2
CPT0065750003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0088640003
Normal
0.2
CPT0012090003
Normal
0.2
CPT0021240003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0088500001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0006900003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0025920001
Normal
0.2
CPT0086890003
Normal
0.2
CPT0086830003
Normal
0.2
CPT0011240003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0079480003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0064400001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0065690003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0012920003
Normal
0.1
CPT0063640001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0089040001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0069160003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0065870003
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0025290003
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0088710001
Normal
0.1
CPT0088920001
Normal
0.1
CPT0092740003
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0014350001
Normal
0.0
CPT0010160003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0007320003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0081620001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0092190003
Normal
0.0
CPT0012290003
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0075570001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0065820001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0006730001
Normal
0.0
CPT0084590001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0079380003
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0014130001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0012900004
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0025110003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0001260009
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0089460004
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0002350011
Tumor
-0.2
CPT0086820003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0012550003
Tumor
-0.3
CPT0010110003
Tumor
-0.3
CPT0017410003
Tumor
-0.3
CPT0025880003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0009060003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0088690003
Tumor
-0.3
CPT0017850003
Tumor
-0.4
CPT0001180009
Tumor
-0.4
CPT0023350003
Tumor
-0.4
CPT0024670003
Tumor
-0.4
CPT0012280003
Tumor
-0.4
CPT0088480003
Tumor
-0.4
CPT0086950003
Tumor
-0.5
CPT0076330003
Tumor
-0.5
CPT0084560003
Tumor
-0.5
CPT0014450004
Tumor
-0.6
CPT0025050003
Tumor
-0.6
CPT0079410003
Tumor
-0.6
CPT0002270011
Tumor
-0.6
CPT0088550004
Tumor
-0.9
CPT0081880003
Tumor
-0.9
CPT0012180003
Tumor
-1.2
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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.
The Human Protein Atlas project is funded
