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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.
CCNB1IP1 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
65.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
124.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
118.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
115.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
113.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
111.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
109.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
108.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
107.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
97.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
94.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
91.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
84.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
84.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
84.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
78.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
77.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
77.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
76.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
76.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
75.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
75.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
72.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
71.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
71.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
70.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
69.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
68.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
66.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
66.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
66.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
65.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
64.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
64.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
63.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
63.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
62.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
61.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
58.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
56.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
56.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
54.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
53.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
53.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
51.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
49.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
46.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
45.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
44.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
43.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
40.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
40.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
39.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
39.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
37.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
37.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
36.0
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
35.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
34.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
34.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
34.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
28.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
27.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
27.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 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.
CCNB1IP1 is potential 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
35.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
194.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
114.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
104.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
100.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
99.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
98.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
89.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
89.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
85.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
85.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
85.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
78.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
78.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
76.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
75.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
74.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
74.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
71.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
69.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
68.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
68.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
68.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
67.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
66.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
66.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
66.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
66.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
65.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
64.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
64.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
62.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
62.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
62.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
61.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
61.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
60.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
60.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
60.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
60.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
60.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
59.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
59.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
59.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
59.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
59.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
59.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
59.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
58.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
58.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
58.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
58.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
58.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
58.1
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
57.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
56.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
56.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
56.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
56.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
56.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
55.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
55.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
55.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
54.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
54.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
54.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
54.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
54.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
54.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
54.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
54.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
54.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
53.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
53.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
53.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
53.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
53.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
53.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
53.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
53.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
52.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
52.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
52.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
52.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
52.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
52.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
52.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
52.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
52.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
52.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
51.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
51.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
51.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
51.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
51.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
51.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
50.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
50.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
50.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
50.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
50.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
49.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
49.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
49.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
49.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
49.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
48.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
48.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
48.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
48.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
48.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
48.2
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
48.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
47.8
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
47.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
47.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
47.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
47.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
47.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
46.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
46.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
46.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
46.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
46.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
46.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
46.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
46.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
46.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
46.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
45.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
45.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
45.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
45.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
45.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
45.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
45.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
44.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
44.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
44.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
44.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
44.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
44.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
44.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
43.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
43.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
43.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
43.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
43.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
43.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
43.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
43.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
43.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
43.3
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
43.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
43.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
42.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
42.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
42.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
42.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
42.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
42.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
42.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
42.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
42.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
42.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
41.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
41.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
41.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
41.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
41.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
41.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
41.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
41.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
41.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
41.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
41.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
41.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
41.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
41.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
40.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
40.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
40.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
40.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
40.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
40.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
40.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
39.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
39.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
39.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
39.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
39.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
39.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
39.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
39.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
39.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
39.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
39.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
39.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
39.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
38.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
38.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
38.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
38.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
38.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
38.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
38.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
38.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
38.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
38.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
38.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
38.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
38.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
38.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
37.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
37.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
37.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
37.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
37.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
37.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
36.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
36.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
36.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
36.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
36.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
36.2
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
36.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
36.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
35.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
35.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
35.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
35.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
35.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
35.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
35.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
35.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
35.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
34.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
34.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
34.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
34.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
34.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
34.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
34.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
34.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
34.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
33.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
33.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
33.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
33.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
33.5
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
33.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
33.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
33.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
33.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
33.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
33.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
33.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
33.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
33.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
32.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
32.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
32.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
32.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
32.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
32.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
32.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
32.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
32.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
32.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
32.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
31.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
31.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
31.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
31.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
31.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
31.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
31.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
31.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
31.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
30.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
30.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
30.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
30.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
30.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
29.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
29.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
29.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
29.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
29.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
29.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
29.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
29.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
29.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
29.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
29.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
28.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
28.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
28.8
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
28.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
28.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
28.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
28.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
28.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
28.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
28.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
28.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
28.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
28.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
27.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
27.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
27.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
27.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
27.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
27.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
27.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
27.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
27.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
27.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
27.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
27.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
27.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
27.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
26.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
26.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
26.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
26.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
26.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
26.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
26.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
26.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
26.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
26.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
26.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
26.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
25.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
25.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
25.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
25.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
25.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
25.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
25.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
25.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
25.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
25.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
25.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
25.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
24.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
24.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
24.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
24.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
24.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
24.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
24.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
24.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
24.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
24.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
24.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
24.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
24.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
24.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
24.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
23.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
23.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
23.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
23.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
23.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
23.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
23.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
23.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
23.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
23.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
23.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
23.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
23.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
23.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
23.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
23.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
23.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
22.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
22.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
22.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
22.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
22.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
22.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
21.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
21.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
21.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
21.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
21.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
21.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
21.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
21.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
21.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
21.3
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
21.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
21.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
21.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
21.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
21.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
21.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
21.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
20.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
20.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
20.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
20.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
20.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
20.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
20.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
20.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
20.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
20.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
20.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
19.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
19.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
19.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
19.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
19.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
18.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
18.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
18.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
18.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
18.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
18.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
18.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
18.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
18.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
18.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
18.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
18.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
18.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
18.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
17.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
17.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
17.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
17.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
17.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
17.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
17.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
17.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
17.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
17.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
17.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
17.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
17.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
17.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
16.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
16.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
16.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
16.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
16.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
16.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
16.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
16.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
16.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
16.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
16.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
16.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
15.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
15.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
15.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
15.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
15.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
15.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
14.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
14.8
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
14.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
14.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
14.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
14.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
14.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
14.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
14.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
14.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
14.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
13.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
13.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
13.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
13.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
13.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
13.4
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
13.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
13.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
13.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
12.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
12.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
12.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
12.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
12.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
12.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
12.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
11.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
11.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
11.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
11.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
11.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
11.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
11.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
11.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.0
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
10.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
10.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
10.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
9.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
9.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
9.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
9.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
9.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
8.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
8.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
8.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
7.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
7.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
6.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 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.
CCNB1IP1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
35.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
72.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
68.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
67.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
65.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
65.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
63.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
61.8
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
61.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
60.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
59.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
58.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
57.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
56.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
55.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
53.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
52.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
51.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
51.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
51.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
50.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
47.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
47.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
46.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
46.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
46.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
44.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
43.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
43.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
42.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
42.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
42.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
42.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
41.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
39.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
38.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
38.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
38.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
37.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
37.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
36.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
36.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
36.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
36.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
36.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
36.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
36.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
35.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
35.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
35.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
34.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
33.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
33.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
33.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
33.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
32.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
32.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
31.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
31.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
30.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
29.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
29.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
28.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
28.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
28.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
28.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
27.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
27.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
27.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
25.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
24.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
24.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
24.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
23.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
23.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
23.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
23.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
23.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
22.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
21.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
21.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
20.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
19.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
19.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
18.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
18.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
17.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
17.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
17.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
17.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
16.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
15.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
15.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
15.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
15.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
15.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
15.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
14.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
13.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
11.8
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.
CCNB1IP1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
30.6
Number of samples
282
Samples
Sample
Description
TPM
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
89.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
79.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
78.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
71.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
67.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
66.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
62.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
62.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
62.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
61.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
59.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
59.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
59.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
58.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
58.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
58.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
56.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
55.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
55.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
54.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
53.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
53.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
53.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
53.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
52.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
51.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
50.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
48.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
48.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
48.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
48.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
48.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
47.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
47.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
46.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
45.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
45.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
44.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
44.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
44.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
43.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
43.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
43.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
43.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
43.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
43.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
43.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
42.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
42.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
42.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
42.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
42.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
42.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
42.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
42.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
41.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
41.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
41.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
41.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
40.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
40.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
40.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
40.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
39.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
39.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
39.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
39.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
39.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
39.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
38.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
38.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
38.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
37.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
37.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
37.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
37.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
36.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
36.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
36.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
36.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
36.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
35.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
35.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
35.4
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
35.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
35.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
34.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
34.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
34.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
34.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
34.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
34.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
33.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
33.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
33.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
33.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
33.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
33.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
32.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
32.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
32.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
32.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
32.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
32.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
32.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
31.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
31.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
31.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
31.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
31.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
30.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
30.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
30.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
30.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
30.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
30.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
30.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
30.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
30.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
30.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
30.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
30.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
30.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
30.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
30.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
29.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
29.9
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
29.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
29.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
29.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
29.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
29.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
29.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
28.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
28.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
28.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
28.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
28.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
28.6
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
28.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
28.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
28.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
28.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
28.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
28.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
28.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
28.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
27.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
27.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
27.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
27.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
27.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
27.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
27.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
27.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
27.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
26.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
26.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
26.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
26.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
26.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
26.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
26.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
26.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
25.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
25.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
25.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
25.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
25.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
25.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
25.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
25.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
25.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
25.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
25.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
24.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
24.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
24.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
24.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
24.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
24.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
24.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
24.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
24.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
23.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
23.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
23.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
23.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
23.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
23.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
23.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
23.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
23.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
23.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
23.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
23.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
23.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
23.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
23.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
23.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
23.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
22.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
22.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
22.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
22.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
22.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
22.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
22.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
22.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
22.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
22.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
22.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
22.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
21.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
21.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
21.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
21.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
20.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
20.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
20.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
20.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
20.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
20.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
20.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
19.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
19.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
19.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
19.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
19.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
19.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
19.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
18.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
18.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
18.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
18.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
18.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
17.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
17.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
17.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
17.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
17.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
16.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
16.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
16.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
16.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
16.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
16.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
16.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
15.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
15.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
15.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
15.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
14.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
14.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
14.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
14.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
14.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
14.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
14.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
13.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
13.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
13.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
13.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
13.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
12.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
12.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
11.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
11.6
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
11.3
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
10.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
9.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
9.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
8.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
7.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
6.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
5.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
5.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
4.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
