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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.
DCTN2 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
66.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
141.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
123.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
120.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
116.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
106.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
100.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
99.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
97.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
95.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
94.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
90.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
88.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
83.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
82.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
81.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
79.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
76.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
75.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
75.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
75.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
73.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
73.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
73.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
73.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
70.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
70.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
69.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
67.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
67.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
67.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
65.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
65.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
64.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
64.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
64.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
63.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
61.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
61.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
59.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
58.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
57.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
57.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
57.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
56.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
55.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
53.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
52.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
51.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
48.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
48.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
48.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
47.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
46.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
46.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
44.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
43.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
40.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
37.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
36.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
31.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
16.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
12.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
DCTN2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
66.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
139.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
118.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
116.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
116.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
115.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
113.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
111.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
111.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
111.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
110.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
106.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
106.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
105.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
105.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
105.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
104.5
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
103.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
102.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
102.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
102.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
102.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
101.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
101.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
100.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
100.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
100.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
100.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
98.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
97.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
97.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
97.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
97.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
96.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
96.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
95.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
95.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
94.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
94.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
94.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
94.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
94.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
94.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
93.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
93.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
92.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
92.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
91.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
91.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
91.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
91.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
91.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
91.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
90.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
90.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
90.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
89.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
89.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
88.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
88.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
88.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
88.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
88.3
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
88.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
88.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
88.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
88.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
87.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
87.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
87.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
87.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
87.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
87.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
87.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
86.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
86.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
86.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
86.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
85.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
85.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
85.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
85.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
85.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
85.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
85.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
84.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
84.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
84.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
84.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
83.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
83.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
83.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
83.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
83.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
83.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
83.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
82.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
82.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
82.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
82.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
82.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
82.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
82.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
82.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
81.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
81.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
81.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
81.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
81.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
81.4
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
81.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
81.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
80.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
80.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
80.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
80.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
80.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
80.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
80.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
80.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
79.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
79.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
79.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
79.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
79.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
79.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
79.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
79.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
79.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
79.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
79.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
78.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
78.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
78.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
78.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
78.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
78.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
78.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
78.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
78.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
78.2
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
78.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
78.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
78.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
78.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
77.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
77.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
77.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
77.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
77.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
77.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
77.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
77.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
77.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
77.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
77.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
76.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
76.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
76.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
76.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
76.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
76.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
76.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
76.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
76.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
76.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
76.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
76.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
76.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
76.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
76.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
75.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
75.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
75.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
75.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
75.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
75.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
75.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
74.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
74.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
74.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
74.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
74.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
74.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
74.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
74.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
74.4
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
74.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
74.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
74.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
74.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
74.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
74.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
73.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
73.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
73.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
73.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
73.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
73.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
73.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
73.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
73.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
73.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
73.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
73.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
72.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
72.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
72.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
72.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
72.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
72.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
72.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
72.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
72.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
72.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
72.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
72.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
72.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
71.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
71.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
71.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
71.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
71.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
71.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
71.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
71.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
71.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
71.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
71.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
71.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
71.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
71.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
71.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
70.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
70.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
70.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
70.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
70.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
70.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
70.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
70.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
70.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
70.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
70.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
70.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
70.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
70.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
70.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
69.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
69.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
69.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
69.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
69.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
69.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
69.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
69.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
69.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
69.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
69.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
69.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
68.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
68.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
68.7
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
68.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
68.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
68.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
68.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
68.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
68.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
68.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
68.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
68.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
68.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
68.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
67.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
67.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
67.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
67.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
67.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
67.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
67.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
67.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
67.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
67.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
67.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
66.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
66.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
66.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
66.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
66.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
66.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
66.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
66.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
66.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
66.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
66.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
66.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
66.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
65.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
65.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
65.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
65.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
65.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
65.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
65.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
65.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
65.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
65.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
65.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
64.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
64.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
64.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
64.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
64.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
64.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
64.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
64.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
64.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
63.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
63.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
63.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
63.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
63.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
63.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
63.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
63.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
63.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
62.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
62.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
62.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
62.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
62.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
62.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
62.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
62.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
62.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
62.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
62.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
62.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
62.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
61.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
61.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
61.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
61.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
61.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
61.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
61.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
61.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
61.0
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
61.0
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
60.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
60.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
59.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
59.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
59.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
59.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
59.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
59.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
59.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
59.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
59.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
59.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
59.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
59.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
59.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
59.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
58.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
58.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
58.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
58.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
58.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
58.3
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
58.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
58.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
58.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
58.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
58.0
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
57.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
57.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
57.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
57.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
57.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
57.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
57.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
56.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
56.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
56.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
56.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
56.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
56.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
56.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
55.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
55.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
55.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
55.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
55.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
55.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
55.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
55.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
54.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
54.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
54.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
54.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
54.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
54.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
54.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
54.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
54.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
54.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
54.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
54.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
54.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
53.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
53.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
53.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
52.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
52.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
51.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
51.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
50.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
50.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
50.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
50.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
50.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
49.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
49.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
49.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
49.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
49.1
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
49.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
48.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
48.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
48.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
48.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
48.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
48.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
48.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
47.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
47.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
47.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
47.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
47.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
46.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
46.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
46.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
46.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
46.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
46.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
45.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
45.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
45.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
45.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
45.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
45.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
44.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
44.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
44.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
43.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
43.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
43.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
42.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
41.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
41.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
41.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
39.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
39.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
39.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
37.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
37.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
37.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
36.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
36.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
35.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
35.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
35.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
34.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
34.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
33.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
33.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
33.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
32.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
31.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
31.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
31.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
31.5
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
30.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
30.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
29.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
29.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
28.6
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
28.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
28.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
27.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
26.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
26.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
26.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
25.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
25.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
25.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
23.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
23.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
21.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
20.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
20.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
20.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
17.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
17.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
17.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
16.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
16.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
15.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
14.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
14.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
11.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
10.1
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
9.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
8.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
8.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
5.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.2
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.
DCTN2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
64.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
113.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
104.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
100.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
90.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
88.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
88.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
82.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
82.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
81.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
81.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
80.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
80.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
79.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
79.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
78.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
78.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
78.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
77.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
75.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
75.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
74.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
74.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
73.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
73.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
73.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
73.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
73.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
72.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
72.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
72.3
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
71.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
71.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
69.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
69.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
68.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
68.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
67.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
67.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
66.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
65.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
65.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
64.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
64.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
64.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
64.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
64.3
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
64.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
63.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
63.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
63.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
62.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
61.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
61.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
60.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
60.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
60.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
60.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
60.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
60.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
60.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
59.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
59.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
58.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
58.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
58.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
57.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
57.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
57.4
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
57.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
57.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
56.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
55.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
55.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
55.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
55.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
55.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
55.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
54.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
53.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
53.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
53.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
53.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
52.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
52.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
52.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
52.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
52.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
51.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
50.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
50.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
49.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
48.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
48.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
48.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
45.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
44.2
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
42.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
40.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DCTN2 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
82.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
335.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
212.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
202.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
191.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
189.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
183.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
180.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
171.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
157.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
155.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
154.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
153.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
153.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
149.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
149.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
149.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
148.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
147.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
142.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
141.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
141.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
141.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
140.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
140.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
139.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
139.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
137.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
137.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
136.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
136.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
135.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
135.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
134.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
133.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
132.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
131.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
131.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
131.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
128.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
127.9
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
127.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
127.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
126.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
125.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
125.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
125.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
123.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
123.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
122.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
122.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
122.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
121.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
121.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
119.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
118.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
118.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
117.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
117.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
117.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
116.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
116.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
116.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
115.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
115.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
115.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
114.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
114.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
113.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
113.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
112.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
111.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
111.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
110.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
109.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
109.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
109.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
109.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
108.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
108.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
108.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
107.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
107.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
107.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
106.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
106.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
105.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
105.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
105.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
104.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
104.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
104.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
104.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
103.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
102.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
102.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
101.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
101.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
101.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
101.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
101.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
100.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
100.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
100.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
99.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
99.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
99.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
99.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
99.1
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
98.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
98.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
98.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
98.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
97.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
97.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
97.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
96.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
96.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
95.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
94.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
94.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
94.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
93.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
93.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
93.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
93.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
93.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
92.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
92.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
90.9
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
90.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
90.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
89.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
89.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
89.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
88.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
88.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
88.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
88.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
87.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
86.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
86.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
86.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
86.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
85.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
85.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
85.0
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
85.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
84.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
83.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
83.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
83.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
80.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
80.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
80.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
79.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
78.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
78.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
78.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
76.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
76.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
76.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
76.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
76.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
76.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
75.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
74.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
74.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
73.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
73.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
73.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
72.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
72.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
72.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
72.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
71.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
71.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
70.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
69.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
69.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
69.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
68.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
68.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
67.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
67.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
67.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
67.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
66.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
66.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
66.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
66.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
65.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
65.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
63.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
63.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
62.8
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
62.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
60.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
59.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
58.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
58.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
57.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
57.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
57.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
56.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
56.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
56.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
55.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
55.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
54.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
53.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
53.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
52.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
52.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
51.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
51.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
51.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
50.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
50.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
50.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
50.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
49.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
48.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
45.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
45.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
45.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
44.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
44.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
44.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
42.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
41.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
39.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
39.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
39.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
35.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
32.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
31.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
31.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
31.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
30.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
29.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
28.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
28.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
27.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
27.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
24.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
21.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
19.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
16.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
16.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
16.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
16.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
15.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
15.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
14.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
14.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
13.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
12.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
12.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
9.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
8.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
6.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
6.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
6.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
3.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012550003
Tumor
0.6
CPT0078830003
Tumor
0.5
CPT0088970003
Tumor
0.5
CPT0011240003
Tumor
0.5
CPT0012900004
Tumor
0.5
CPT0011410003
Tumor
0.4
CPT0012370003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0088550004
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0010160003
Tumor
0.3
CPT0019130003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0002270011
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0009000003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0076330003
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0078800003
Tumor
0.3
CPT0006440003
Tumor
0.2
CPT0012570003
Normal
0.2
CPT0026410003
Tumor
0.2
CPT0012640003
Normal
0.2
CPT0089460004
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0065870003
Tumor
0.2
CPT0086030003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0078530001
Normal
0.2
CPT0000780007
Tumor
0.2
CPT0082010001
Normal
0.2
CPT0076350001
Normal
0.2
CPT0077490003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0077310003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0009080003
Normal
0.2
CPT0020130001
Normal
0.2
CPT0092290003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0084560003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0024680001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0065430003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0063640001
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0012090003
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0077140001
Normal
0.1
CPT0088630003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0079380003
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0006900003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0000660001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0079300001
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0086870003
Tumor
0.0
CPT0088920001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0079180003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0020020001
Normal
0.0
CPT0000640003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0006950001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0014470001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0066430001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0078990003
Tumor
0.0
CPT0001350001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0012280003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0088480003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0079000001
Normal
0.0
CPT0084590001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0092310003
Normal
0.0
CPT0086360003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0065450001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0066520001
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0024670003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0089040001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0088780001
Normal
0.0
CPT0075170001
Normal
0.0
CPT0078510003
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0087050003
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0025880003
Tumor
-0.1
CPT0014130001
Normal
-0.1
CPT0077110003
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0077320001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0092190003
Normal
-0.1
CPT0086820003
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0017850003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0001340003
Tumor
-0.1
CPT0025580004
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0001260009
Tumor
-0.1
CPT0088690003
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0075560003
Tumor
-0.2
CPT0069160003
Tumor
-0.2
CPT0025290003
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0081880003
Tumor
-0.2
CPT0075130003
Tumor
-0.2
CPT0012180003
Tumor
-0.3
CPT0023350003
Tumor
-0.3
CPT0063630003
Tumor
-0.4
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
