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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.
CNOT7 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
24.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
63.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
53.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
53.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
53.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
52.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
47.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
47.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
44.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
44.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
44.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
44.0
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
43.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
41.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
39.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
36.6
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
34.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
34.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
33.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
31.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
29.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
24.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
24.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
23.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
23.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
22.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
22.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
22.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
22.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
22.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
21.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
21.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
20.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
20.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
20.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
20.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
19.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
19.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
19.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
17.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
17.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
17.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
17.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
17.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
17.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
17.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
17.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
17.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
15.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
15.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
15.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
13.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
13.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
13.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
12.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
11.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
9.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
9.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
8.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
8.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
8.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
6.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
6.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
6.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
CNOT7 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
40.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
108.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
105.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
100.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
99.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
95.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
93.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
92.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
91.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
90.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
88.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
88.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
82.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
79.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
74.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
74.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
72.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
72.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
71.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
71.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
71.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
70.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
70.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
70.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
69.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
68.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
68.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
67.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
67.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
67.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
65.8
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
65.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
65.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
65.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
65.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
65.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
64.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
64.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
64.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
64.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
64.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
64.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
64.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
63.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
63.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
63.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
63.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
63.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
62.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
62.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
62.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
62.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
62.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
62.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
62.0
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
61.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
61.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
61.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
61.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
61.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
60.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
60.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
60.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
60.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
59.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
59.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
59.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
59.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
59.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
58.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
58.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
58.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
58.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
58.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
58.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
58.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
58.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
58.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
58.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
57.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
57.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
57.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
57.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
57.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
57.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
57.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
56.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
56.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
56.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
56.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
56.1
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
55.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
55.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
55.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
55.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
55.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
55.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
55.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
55.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
55.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
55.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
55.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
55.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
55.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
55.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
55.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
54.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
54.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
54.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
54.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
54.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
54.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
54.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
54.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
54.2
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
54.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
54.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
54.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
54.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
53.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
53.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
53.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
53.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
53.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
53.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
53.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
53.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
53.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
53.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
53.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
53.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
53.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
53.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
52.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
52.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
52.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
52.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
52.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
52.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
52.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
51.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
51.7
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
51.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
51.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
50.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
50.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
50.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
50.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
50.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
50.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
50.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
50.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
50.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
50.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
50.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
49.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
49.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
49.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
49.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
49.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
49.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
49.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
49.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
49.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
49.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
48.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
48.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
48.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
48.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
48.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
48.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
48.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
48.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
48.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
48.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
48.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
48.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
48.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
48.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
48.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
48.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
48.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
48.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
47.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
47.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
47.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
47.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
47.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
47.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
47.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
47.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
47.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
47.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
46.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
46.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
46.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
46.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
46.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
46.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
46.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
46.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
45.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
45.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
45.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
45.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
45.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
45.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
45.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
45.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
45.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
45.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
45.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
44.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
44.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
44.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
44.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
44.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
44.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
44.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
44.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
44.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
44.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
44.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
43.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
43.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
43.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
43.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
43.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
43.2
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
43.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
43.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
42.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
42.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
42.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
42.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
42.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
42.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
41.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
41.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
41.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
41.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
41.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
41.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
41.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
41.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
41.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
41.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
41.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
41.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
40.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
40.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
40.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
40.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
40.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
40.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
40.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
40.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
40.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
40.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
39.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
39.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
39.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
39.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
39.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
39.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
38.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
38.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
38.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
38.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
38.5
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
38.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
38.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
38.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
38.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
38.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
37.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
37.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
37.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
37.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
37.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
37.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
36.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
36.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
36.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
36.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
36.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
36.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
36.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
36.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
36.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
36.3
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
36.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
36.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
36.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
36.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
36.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
35.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
35.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
35.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
35.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
35.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
35.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
35.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
34.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
34.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
34.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
34.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
34.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
34.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
34.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
34.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
34.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
34.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
34.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
34.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
33.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
33.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
33.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
33.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
33.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
33.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
33.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
33.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
33.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
33.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
33.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
33.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
33.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
33.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
32.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
32.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
32.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
32.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
32.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
32.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
32.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
32.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
32.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
32.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
32.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
32.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
32.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
32.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
31.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
31.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
31.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
31.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
31.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
31.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
31.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
31.2
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
31.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
30.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
30.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
30.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
30.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
30.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
30.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
29.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
29.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
29.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
29.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
29.5
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
29.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
29.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
29.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
29.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
29.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
29.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
29.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
28.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
28.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
28.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
28.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
28.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
28.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
28.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
28.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
27.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
27.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
27.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
27.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
27.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
26.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
26.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
26.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
26.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
26.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
26.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
26.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
26.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
26.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
26.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
26.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
26.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
26.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
25.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
25.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
25.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
25.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
25.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
25.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
25.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
25.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
25.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
25.3
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
25.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
25.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
24.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
24.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
24.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
24.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
24.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
24.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
24.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
24.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
24.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
24.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
23.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
23.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
23.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
23.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
23.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
23.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
23.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
23.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
23.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
23.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
23.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
22.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
22.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
21.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
21.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
21.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
21.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
21.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
21.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
21.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
21.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
21.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
20.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
20.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
20.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
20.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
20.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
20.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
20.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
20.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
20.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
20.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
20.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
20.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
19.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
19.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
19.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
19.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
19.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
19.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
19.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
19.1
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
19.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
19.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
18.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
18.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
18.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
18.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
18.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
18.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
17.8
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
17.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
17.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
17.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
17.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
16.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
16.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
16.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
16.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
16.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
16.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
15.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
15.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
15.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
15.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
15.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
14.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
14.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
14.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
13.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
13.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
13.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
13.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
12.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
12.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
11.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
11.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
11.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
11.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
11.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
10.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
10.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
10.5
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
10.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
10.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
9.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
9.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
8.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
8.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
8.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
7.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
7.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
5.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 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.
CNOT7 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
53.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
113.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
94.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
87.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
85.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
84.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
83.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
76.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
75.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
74.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
73.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
72.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
72.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
72.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
72.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
71.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
71.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
69.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
69.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
69.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
68.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
67.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
67.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
67.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
66.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
66.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
66.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
65.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
65.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
65.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
65.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
64.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
64.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
63.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
62.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
61.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
61.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
61.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
59.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
58.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
57.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
56.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
55.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
54.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
54.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
53.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
53.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
52.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
51.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
51.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
51.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
51.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
51.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
50.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
50.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
50.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
50.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
49.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
49.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
48.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
48.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
48.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
48.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
47.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
47.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
45.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
45.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
45.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
44.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
44.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
43.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
42.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
42.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
42.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
42.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
42.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
42.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
41.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
40.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
40.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
39.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
38.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
37.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
36.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
35.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
35.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
35.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
34.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
32.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
32.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
30.7
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
30.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
28.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
26.2
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
25.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
24.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
22.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
17.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
17.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
CNOT7 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
28.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
126.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
91.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
79.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
73.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
72.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
70.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
67.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
61.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
60.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
58.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
58.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
58.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
57.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
57.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
57.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
56.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
55.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
54.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
52.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
51.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
50.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
50.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
49.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
49.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
48.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
48.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
48.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
48.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
47.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
47.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
47.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
47.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
47.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
47.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
47.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
47.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
46.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
46.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
45.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
45.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
45.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
44.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
44.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
44.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
44.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
43.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
43.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
43.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
42.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
42.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
42.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
41.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
40.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
40.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
40.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
39.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
39.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
39.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
39.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
38.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
38.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
38.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
37.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
37.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
37.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
37.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
37.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
36.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
36.5
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
36.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
35.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
35.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
35.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
35.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
35.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
34.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
34.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
34.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
34.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
34.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
34.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
34.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
34.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
34.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
33.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
33.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
33.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
33.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
33.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
33.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
33.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
33.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
33.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
32.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
32.5
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
32.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
32.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
32.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
32.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
32.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
31.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
31.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
30.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
30.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
30.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
30.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
30.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
30.3
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
30.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
29.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
29.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
29.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
29.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
29.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
29.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
29.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
29.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
29.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
29.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
28.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
28.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
28.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
28.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
28.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
28.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
28.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
27.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
27.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
27.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
27.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
26.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
26.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
26.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
26.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
26.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
26.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
25.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
25.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
25.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
25.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
25.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
25.2
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
25.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
24.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
24.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
24.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
24.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
24.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
24.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
24.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
23.9
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
23.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
23.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
23.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
23.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
23.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
22.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
22.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
22.7
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
22.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
22.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
22.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
22.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
22.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
22.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
22.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
22.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
22.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
22.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
22.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
22.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
21.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
21.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
21.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
21.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
20.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
20.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
20.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
20.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
20.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
20.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
20.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
19.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
19.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
19.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
19.5
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
19.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
19.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
18.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
18.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
18.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
18.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
18.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
18.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
18.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
18.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
18.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
18.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
18.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
17.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
17.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
17.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
17.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
17.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
17.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
17.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
17.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
17.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
17.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
16.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
16.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
16.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
16.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
16.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
16.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
15.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
15.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
15.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
15.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
15.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
15.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
15.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
15.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
14.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
14.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
14.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
14.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
14.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
14.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
13.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
13.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
13.6
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
13.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
13.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
13.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
13.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
13.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
12.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
12.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
12.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
12.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
12.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
12.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
12.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
12.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
11.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
11.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
11.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
11.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
10.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
10.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
10.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
10.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
10.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
10.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
10.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
9.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
9.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
9.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
8.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
8.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
8.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
8.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
8.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
8.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
8.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
7.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
7.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
7.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
7.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
7.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
6.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
6.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
5.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
4.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
3.4
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
0.8
CPT0014450004
Tumor
0.7
CPT0017850003
Tumor
0.5
CPT0023690003
Tumor
0.5
CPT0077110003
Tumor
0.4
CPT0012080003
Tumor
0.4
CPT0063320003
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0075560003
Tumor
0.4
CPT0078510003
Tumor
0.4
CPT0001340003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0077310003
Tumor
0.3
CPT0079270003
Tumor
0.3
CPT0011410003
Tumor
0.3
CPT0078660003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0001220008
Tumor
0.3
CPT0001270001
Normal
0.3
CPT0092290003
Tumor
0.3
CPT0014160003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0012180003
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0088550004
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0024680001
Normal
0.2
CPT0066480003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0065430003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0012640003
Normal
0.2
CPT0088760003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0086370003
Normal
0.1
CPT0021240003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0009060003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0079230003
Tumor
0.1
CPT0079480003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0015810003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0012770003
Normal
0.0
CPT0001510001
Normal
0.0
CPT0010120001
Normal
0.0
CPT0002370001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0025290003
Tumor
0.0
CPT0013790003
Normal
0.0
CPT0015730003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0086820003
Tumor
0.0
CPT0012090003
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0012550003
Tumor
0.0
CPT0017410003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0010170001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0077320001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0002270011
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0007870001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0081880003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0023710001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0023360001
Normal
0.0
CPT0092190003
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0079380003
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0014370004
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0000890001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0006630003
Tumor
-0.1
CPT0085670003
Tumor
-0.1
CPT0009080003
Normal
-0.1
CPT0076330003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0071150004
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0086870003
Tumor
-0.1
CPT0019160001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0065810003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0088920001
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0000790001
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0079410003
Tumor
-0.2
CPT0020020001
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0092310003
Normal
-0.2
CPT0000640003
Tumor
-0.2
CPT0079430001
Normal
-0.2
CPT0069160003
Tumor
-0.2
CPT0023350003
Tumor
-0.3
CPT0069190001
Normal
-0.3
CPT0065450001
Normal
-0.3
CPT0006440003
Tumor
-0.3
CPT0092790003
Tumor
-0.3
CPT0001180009
Tumor
-0.3
CPT0025920001
Normal
-0.4
CPT0025060001
Normal
-0.4
CPT0092740003
Normal
-0.5
CPT0006730001
Normal
-0.6
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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.