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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.
CNOT1 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
57.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
207.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
181.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
154.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
146.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
145.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
134.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
122.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
115.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
103.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
95.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
93.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
91.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
88.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
86.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
84.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
84.8
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
82.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
82.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
74.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
67.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
64.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
58.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
57.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
55.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
52.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
50.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
49.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
46.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
44.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
44.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
43.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
42.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
42.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
40.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
38.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
37.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
36.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
36.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
34.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
33.8
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
32.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
31.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
30.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
29.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
28.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
28.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
27.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
26.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
26.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
26.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
24.5
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
24.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
21.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
19.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
19.0
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
16.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
16.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
16.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
15.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
14.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
14.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
9.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
8.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 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.
CNOT1 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
41.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
97.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
92.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
92.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
92.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
91.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
91.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
89.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
87.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
86.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
86.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
85.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
83.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
83.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
83.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
82.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
81.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
81.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
81.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
81.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
79.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
79.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
79.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
78.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
78.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
77.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
77.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
77.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
77.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
77.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
76.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
76.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
76.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
76.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
75.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
75.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
74.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
74.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
73.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
73.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
73.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
73.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
73.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
73.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
73.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
72.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
72.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
72.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
72.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
71.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
71.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
71.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
71.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
71.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
70.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
70.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
69.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
69.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
69.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
69.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
69.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
69.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
69.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
68.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
68.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
67.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
67.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
67.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
67.0
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
66.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
66.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
66.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
65.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
65.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
64.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
64.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
64.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
64.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
64.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
64.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
63.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
63.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
63.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
63.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
63.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
63.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
63.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
63.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
63.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
63.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
62.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
62.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
62.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
62.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
62.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
62.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
62.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
61.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
61.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
61.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
61.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
61.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
60.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
60.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
60.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
60.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
60.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
60.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
59.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
59.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
59.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
59.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
59.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
59.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
59.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
59.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
58.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
58.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
58.5
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
58.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
58.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
58.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
57.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
57.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
57.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
57.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
57.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
57.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
56.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
56.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
56.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
56.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
56.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
56.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
56.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
56.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
56.1
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
55.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
55.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
55.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
55.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
55.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
55.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
55.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
55.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
54.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
54.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
54.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
54.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
54.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
54.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
54.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
54.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
54.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
53.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
53.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
53.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
53.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
53.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
53.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
53.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
53.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
53.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
53.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
53.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
52.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
52.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
52.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
52.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
52.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
52.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
52.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
52.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
52.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
52.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
51.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
51.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
51.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
51.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
51.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
51.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
51.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
51.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
51.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
50.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
50.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
50.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
50.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
50.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
50.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
50.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
50.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
50.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
49.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
49.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
49.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
49.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
49.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
49.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
49.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
49.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
49.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
49.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
49.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
49.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
49.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
49.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
48.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
48.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
48.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
48.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
48.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
48.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
48.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
48.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
48.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
47.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
47.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
47.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
47.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
47.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
46.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
46.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
46.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
46.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
46.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
46.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
46.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
46.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
46.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
46.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
46.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
46.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
45.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
45.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
45.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
45.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
45.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
45.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
45.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
44.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
44.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
44.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
44.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
44.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
44.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
44.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
43.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
43.2
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
42.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
42.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
42.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
42.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
42.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
42.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
41.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
41.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
41.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
41.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
41.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
41.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
41.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
41.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
40.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
40.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
40.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
40.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
40.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
40.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
40.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
40.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
39.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
39.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
39.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
39.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
39.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
38.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
38.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
38.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
38.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
38.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
37.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
37.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
37.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
37.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
37.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
37.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
37.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
37.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
37.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
37.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
36.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
36.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
36.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
36.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
36.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
36.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
36.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
35.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
35.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
35.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
35.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
35.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
35.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
35.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
34.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
34.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
34.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
34.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
34.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
34.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
34.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
34.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
34.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
34.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
33.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
33.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
33.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
33.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
33.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
33.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
33.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
33.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
32.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
32.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
32.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
32.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
32.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
32.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
32.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
32.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
32.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
32.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
32.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
31.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
31.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
31.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
31.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
31.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
31.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
31.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
31.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
31.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
31.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
30.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
30.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
30.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
30.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
30.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
30.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
30.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
30.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
29.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
29.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
29.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
29.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
29.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
29.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
28.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
28.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
28.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
28.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
28.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
28.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
28.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
28.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
28.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
28.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
28.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
27.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
27.6
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
27.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
27.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
27.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
27.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
27.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
27.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
27.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
26.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
26.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
26.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
26.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
26.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
26.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
25.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
25.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
25.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
25.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
24.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
24.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
24.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
24.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
24.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
24.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
24.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
23.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
23.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
23.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
23.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
22.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
22.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
22.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
22.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
22.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
22.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
22.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
22.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
21.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
21.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
21.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
21.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
21.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
21.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
21.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
21.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
20.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
20.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
20.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
20.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
20.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
20.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
20.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
19.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
19.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
19.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
19.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
18.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
18.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
18.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
17.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
17.7
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
17.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
17.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
17.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
17.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
16.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
16.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
16.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
16.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
16.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
16.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
16.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
15.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
14.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
14.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
14.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
14.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
14.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
14.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
14.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
14.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
14.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
14.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
14.0
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
13.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
13.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
13.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
13.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
13.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
12.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
12.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
12.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
12.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
12.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
11.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
11.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
11.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
11.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
11.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
11.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
11.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
10.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
10.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
10.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
10.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
10.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
10.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
10.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
9.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
9.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
9.2
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
9.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
8.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
8.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
8.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
7.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
7.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
7.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
7.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
6.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
6.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
6.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
6.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
5.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
5.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
5.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
4.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
3.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
3.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
2.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CNOT1 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
49.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
81.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
80.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
80.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
80.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
79.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
76.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
76.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
76.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
75.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
74.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
73.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
73.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
72.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
71.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
71.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
70.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
70.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
68.8
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
67.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
67.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
65.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
64.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
64.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
64.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
64.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
64.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
61.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
60.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
60.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
60.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
59.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
59.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
59.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
59.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
58.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
57.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
56.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
56.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
56.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
56.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
56.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
55.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
55.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
55.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
54.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
54.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
53.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
53.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
52.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
51.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
51.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
51.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
49.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
48.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
48.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
48.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
47.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
46.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
46.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
46.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
45.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
42.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
42.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
41.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
41.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
40.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
39.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
39.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
39.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
39.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
38.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
37.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
37.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
37.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
36.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
34.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
34.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
34.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
33.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
31.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
31.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
31.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
28.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
28.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
27.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
27.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
26.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
26.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
25.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
24.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
24.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
23.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
23.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
20.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
20.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
19.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
13.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
CNOT1 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
40.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
194.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
143.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
139.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
125.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
125.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
125.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
119.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
118.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
115.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
112.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
112.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
110.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
107.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
107.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
102.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
99.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
98.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
98.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
93.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
93.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
91.8
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
90.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
89.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
89.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
86.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
86.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
82.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
82.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
81.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
79.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
75.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
74.4
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
74.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
74.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
73.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
73.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
72.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
72.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
71.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
69.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
69.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
68.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
68.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
67.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
65.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
64.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
64.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
64.3
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
63.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
63.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
62.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
62.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
61.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
61.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
61.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
61.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
59.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
59.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
59.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
58.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
58.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
58.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
57.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
57.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
56.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
56.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
56.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
55.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
55.4
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
55.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
55.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
54.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
54.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
53.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
53.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
52.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
52.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
52.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
52.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
51.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
50.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
50.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
50.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
49.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
49.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
49.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
49.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
49.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
48.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
48.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
47.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
47.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
47.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
47.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
47.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
46.9
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
46.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
45.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
45.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
45.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
45.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
45.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
44.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
44.8
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
44.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
44.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
43.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
43.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
43.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
42.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
42.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
42.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
42.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
41.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
41.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
40.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
40.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
40.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
40.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
39.7
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
39.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
39.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
39.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
38.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
38.5
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
38.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
38.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
37.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
37.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
37.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
37.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
37.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
37.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
37.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
36.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
36.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
36.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
36.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
35.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
35.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
35.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
35.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
35.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
35.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
34.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
34.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
34.0
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
33.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
33.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
33.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
33.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
33.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
32.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
32.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
32.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
32.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
31.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
31.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
31.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
30.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
29.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
29.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
29.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
29.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
29.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
29.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
29.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
28.5
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
28.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
28.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
27.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
27.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
27.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
27.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
26.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
26.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
26.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
25.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
25.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
25.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
25.5
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
25.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
25.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
24.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
24.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
24.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
24.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
24.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
23.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
23.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
23.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
23.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
23.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
22.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
22.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
22.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
22.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
22.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
21.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
21.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
21.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
21.0
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
20.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
20.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
20.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
20.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
19.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
19.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
19.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
19.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
18.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
18.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
18.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
18.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
18.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
17.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
17.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
16.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
16.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
15.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
15.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
15.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
15.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
15.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
14.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
13.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
13.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
13.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
13.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
13.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
13.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
12.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
12.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
11.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
11.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
11.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
11.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
10.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
10.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
10.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
10.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
9.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
9.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
9.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
8.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
8.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
8.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
8.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
8.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
7.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
6.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
5.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
5.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
5.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
5.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
5.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
5.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
4.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
3.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
3.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
3.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
2.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
2.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
2.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
1.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
1.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.8
CPT0001180009
Tumor
0.6
CPT0017850003
Tumor
0.5
CPT0012180003
Tumor
0.5
CPT0014450004
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0079180003
Tumor
0.4
CPT0011410003
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0012550003
Tumor
0.2
CPT0023350003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0010110003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0088970003
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0012370003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0078660003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0010160003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0025050003
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0001270001
Normal
0.1
CPT0069160003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0066470004
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0002270011
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0088550004
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0089460004
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0069000003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0089020003
Tumor
0.1
CPT0092790003
Tumor
0.0
CPT0092730003
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0012090003
Normal
0.0
CPT0012290003
Normal
0.0
CPT0075170001
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0078830003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0079230003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0069190001
Normal
0.0
CPT0001190001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0063320003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0086950003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0075570001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0009020003
Normal
0.0
CPT0000660001
Normal
0.0
CPT0076330003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0025060001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0088640003
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0011240003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0066480003
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0071150004
Tumor
-0.1
CPT0012570003
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0077490003
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0065450001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0089480003
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0006730001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0014470001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0017410003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0081620001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0020130001
Normal
-0.2
CPT0012900004
Tumor
-0.2
CPT0077140001
Normal
-0.2
CPT0024680001
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0065930003
Tumor
-0.2
CPT0078530001
Normal
-0.2
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.