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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.
DCTN1 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
34.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
86.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
77.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
74.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
71.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
69.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
66.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
63.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
61.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
59.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
57.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
54.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
54.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
53.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
50.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
50.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
42.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
41.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
38.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
36.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
36.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
35.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
34.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
33.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
33.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
32.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
32.5
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
31.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
31.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
30.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
30.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
30.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
30.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
29.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
28.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
27.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
27.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
27.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
26.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
26.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
26.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
25.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
25.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
23.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
22.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
22.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
21.7
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
20.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
20.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
20.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
19.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
18.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
17.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
17.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
17.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
16.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
15.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
15.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
15.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
15.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
14.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
14.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
9.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
7.9
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.
DCTN1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
38.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
92.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
89.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
86.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
85.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
84.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
83.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
82.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
79.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
79.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
78.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
77.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
75.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
74.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
74.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
74.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
73.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
72.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
72.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
72.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
71.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
70.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
70.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
70.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
69.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
69.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
68.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
68.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
68.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
67.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
67.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
67.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
67.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
67.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
66.8
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
66.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
65.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
65.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
65.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
65.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
65.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
64.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
64.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
64.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
64.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
64.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
63.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
63.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
63.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
63.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
61.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
61.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
61.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
61.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
61.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
60.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
60.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
60.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
60.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
59.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
59.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
59.5
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
58.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
58.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
58.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
58.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
58.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
57.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
57.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
56.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
56.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
56.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
56.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
56.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
56.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
56.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
56.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
56.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
55.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
55.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
55.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
55.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
55.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
54.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
54.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
54.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
54.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
54.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
54.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
54.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
54.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
54.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
53.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
53.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
53.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
53.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
53.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
53.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
53.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
53.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
53.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
52.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
52.7
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
52.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
52.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
52.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
52.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
52.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
52.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
52.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
52.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
52.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
52.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
51.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
51.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
51.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
51.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
51.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
51.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
51.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
51.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
51.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
51.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
50.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
50.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
50.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
50.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
50.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
50.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
50.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
50.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
50.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
50.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
49.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
49.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
49.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
49.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
49.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
49.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
49.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
49.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
49.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
49.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
48.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
48.9
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
48.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
48.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
48.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
48.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
48.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
48.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
48.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
48.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
48.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
48.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
48.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
48.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
48.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
48.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
47.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
47.9
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
47.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
47.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
47.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
47.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
47.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
47.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
47.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
47.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
46.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
46.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
46.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
46.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
46.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
46.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
46.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
45.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
45.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
45.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
45.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
45.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
45.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
45.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
45.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
45.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
44.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
44.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
44.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
44.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
44.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
44.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
43.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
43.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
43.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
43.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
43.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
43.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
43.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
43.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
43.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
42.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
42.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
42.7
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
42.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
42.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
42.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
42.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
42.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
42.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
42.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
42.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
42.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
42.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
41.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
41.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
41.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
41.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
41.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
41.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
41.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
41.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
41.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
41.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
41.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
40.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
40.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
40.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
40.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
40.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
40.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
40.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
40.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
40.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
39.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
39.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
39.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
39.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
39.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
39.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
39.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
39.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
39.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
39.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
38.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
38.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
38.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
38.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
38.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
38.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
38.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
38.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
38.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
38.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
38.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
38.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
38.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
38.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
38.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
38.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
37.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
37.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
37.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
37.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
37.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
37.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
37.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
37.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
37.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
37.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
37.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
37.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
36.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
36.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
36.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
36.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
36.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
36.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
36.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
36.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
36.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
36.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
36.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
36.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
36.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
36.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
36.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
36.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
35.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
35.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
35.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
35.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
35.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
35.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
35.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
35.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
35.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
35.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
35.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
35.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
35.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
35.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
35.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
35.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
35.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
35.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
35.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
35.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
35.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
34.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
34.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
34.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
34.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
34.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
34.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
34.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
34.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
34.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
34.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
34.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
34.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
34.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
34.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
34.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
34.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
34.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
34.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
33.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
33.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
33.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
33.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
33.7
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
33.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
33.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
33.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
33.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
33.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
33.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
32.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
32.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
32.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
32.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
32.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
32.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
32.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
32.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
32.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
32.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
32.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
32.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
32.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
31.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
31.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
31.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
31.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
31.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
31.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
31.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
31.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
30.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
30.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
30.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
30.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
30.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
30.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
30.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
30.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
30.0
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
29.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
29.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
29.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
29.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
29.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
29.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
29.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
28.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
28.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
28.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
28.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
28.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
28.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
28.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
28.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
28.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
28.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
28.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
28.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
28.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
28.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
27.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
27.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
27.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
27.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
26.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
26.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
26.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
26.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
26.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
26.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
26.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
26.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
25.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
25.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
25.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
25.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
25.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
25.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
25.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
24.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
24.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
24.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
24.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
24.3
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
24.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
24.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
24.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
24.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
23.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
23.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
23.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
23.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
23.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
23.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
23.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
23.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
23.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
23.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
22.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
22.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
22.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
22.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
22.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
22.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
22.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
22.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
22.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
22.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
21.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
21.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
21.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
21.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
21.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
21.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
21.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
20.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
20.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
20.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
20.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
19.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
19.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
19.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
19.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
19.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
19.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
18.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
18.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
18.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
18.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
18.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
18.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
18.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
18.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
18.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
17.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
17.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
17.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
17.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
17.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
17.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
17.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
16.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
16.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
16.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
16.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
15.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
15.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
15.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
15.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
15.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
15.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
14.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
14.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
13.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
13.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
13.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
13.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
13.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
13.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
13.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
12.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
12.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
12.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
12.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
12.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
12.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
11.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
11.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
11.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
10.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
10.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
10.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
10.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
10.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
10.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
9.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
9.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
9.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
8.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
7.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
6.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
6.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
6.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
5.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
3.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.4
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.
DCTN1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
44.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
101.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
73.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
73.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
72.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
72.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
70.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
68.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
67.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
64.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
64.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
64.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
63.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
63.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
63.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
62.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
62.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
61.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
60.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
59.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
59.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
59.1
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
57.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
56.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
56.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
56.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
55.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
55.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
54.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
53.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
52.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
52.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
51.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
51.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
50.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
50.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
49.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
48.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
48.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
48.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
47.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
47.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
46.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
45.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
45.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
45.0
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
44.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
44.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
44.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
43.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
43.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
42.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
42.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
42.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
41.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
41.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
41.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
39.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
39.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
39.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
39.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
38.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
38.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
38.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
37.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
37.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
36.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
36.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
36.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
36.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
36.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
35.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
35.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
35.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
35.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
34.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
34.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
34.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
33.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
33.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
32.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
32.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
31.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
30.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
29.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
28.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
28.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
28.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
27.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
26.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
26.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
25.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
25.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
22.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
20.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
19.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
18.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
14.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
13.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 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.
DCTN1 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
40.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
132.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
107.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
106.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
101.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
99.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
97.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
95.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
93.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
86.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
84.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
83.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
83.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
82.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
81.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
80.2
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
80.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
78.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
78.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
77.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
76.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
75.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
75.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
74.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
74.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
73.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
72.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
71.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
70.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
69.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
68.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
67.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
67.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
66.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
66.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
65.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
65.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
65.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
64.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
64.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
64.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
64.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
64.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
64.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
63.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
63.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
62.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
61.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
61.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
60.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
60.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
60.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
59.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
59.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
59.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
58.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
58.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
58.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
57.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
57.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
56.6
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
55.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
55.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
54.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
54.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
54.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
54.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
54.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
54.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
53.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
53.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
53.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
53.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
53.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
53.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
53.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
52.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
52.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
52.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
52.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
52.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
50.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
50.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
50.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
50.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
50.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
49.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
49.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
49.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
48.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
47.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
47.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
47.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
46.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
46.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
46.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
46.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
45.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
45.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
45.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
45.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
45.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
45.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
45.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
45.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
45.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
45.0
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
44.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
43.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
43.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
43.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
43.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
43.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
43.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
43.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
43.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
42.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
42.7
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
42.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
41.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
41.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
41.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
41.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
40.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
40.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
40.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
40.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
40.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
40.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
39.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
39.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
39.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
39.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
39.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
38.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
38.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
38.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
38.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
38.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
37.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
37.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
37.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
37.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
37.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
37.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
37.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
37.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
36.9
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
36.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
36.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
35.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
35.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
35.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
35.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
35.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
35.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
34.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
34.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
34.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
34.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
33.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
33.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
33.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
33.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
33.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
33.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
33.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
33.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
32.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
32.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
32.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
32.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
32.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
32.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
32.1
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
32.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
31.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
31.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
31.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
31.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
31.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
31.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
30.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
30.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
30.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
30.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
30.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
30.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
30.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
30.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
30.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
29.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
29.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
29.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
29.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
28.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
28.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
28.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
28.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
28.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
28.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
27.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
27.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
27.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
27.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
27.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
27.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
26.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
26.4
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
26.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
26.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
25.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
25.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
25.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
25.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
25.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
25.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
25.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
25.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
24.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
24.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
24.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
24.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
24.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
23.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
23.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
23.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
23.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
23.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
23.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
22.9
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
22.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
22.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
22.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
21.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
21.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
21.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
21.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
21.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
21.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
21.2
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
21.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
21.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
20.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
19.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
19.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
19.4
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
19.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
18.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
18.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
17.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
17.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
17.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
16.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
16.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
14.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
13.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
13.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
12.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
12.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
12.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
11.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
11.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
11.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
10.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
10.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
10.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
9.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
9.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
8.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
6.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
5.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0011410003
Tumor
0.5
CPT0088970003
Tumor
0.5
CPT0025110003
Tumor
0.5
CPT0078830003
Tumor
0.5
CPT0002270011
Tumor
0.4
CPT0012370003
Tumor
0.4
CPT0012550003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0012900004
Tumor
0.3
CPT0078800003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0019130003
Tumor
0.3
CPT0012640003
Normal
0.3
CPT0017410003
Tumor
0.3
CPT0001540009
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0012090003
Normal
0.2
CPT0081990003
Tumor
0.2
CPT0018250001
Normal
0.2
CPT0088900003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0012570003
Normal
0.2
CPT0088550004
Tumor
0.2
CPT0009080003
Normal
0.2
CPT0012080003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0063640001
Normal
0.2
CPT0001180009
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0089460004
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0012920003
Normal
0.2
CPT0076330003
Tumor
0.2
CPT0009060003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0064400001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0010120001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0079410003
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0077140001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0079510001
Normal
0.1
CPT0078670001
Normal
0.1
CPT0066480003
Tumor
0.1
CPT0078990003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0088710001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0025920001
Normal
0.1
CPT0064370003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0001550001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0012770003
Normal
0.1
CPT0014350001
Normal
0.1
CPT0086970003
Normal
0.1
CPT0078940001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0026420001
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0006730001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0078530001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0084590001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0077110003
Tumor
0.0
CPT0001340003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0017850003
Tumor
0.0
CPT0078510003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0079300001
Normal
0.0
CPT0014130001
Normal
0.0
CPT0079180003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0081620001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0088640003
Normal
0.0
CPT0077320001
Normal
0.0
CPT0092190003
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0088760003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0002350011
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0025880003
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0025290003
Tumor
-0.1
CPT0024670003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0001260009
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0075130003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0086950003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0078660003
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0069160003
Tumor
-0.3
CPT0081880003
Tumor
-0.3
CPT0063630003
Tumor
-0.3
CPT0014160003
Tumor
-0.4
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
