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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.
KLHDC3 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
34.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
149.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
81.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
64.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
60.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
58.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
56.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
51.6
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
46.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
45.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
45.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
42.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
41.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
41.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
40.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
39.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
39.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
37.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
37.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
36.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
36.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
35.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
35.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
34.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
33.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
33.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
33.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
32.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
32.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
31.7
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
31.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
31.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
31.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
30.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
30.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
29.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
29.4
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
29.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
29.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
29.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
28.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
27.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
27.9
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
27.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
25.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
25.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
25.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
24.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
24.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
24.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
23.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
23.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
23.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
21.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
21.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
21.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
21.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
20.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
19.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
19.7
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
19.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
18.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
16.5
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
14.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 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.
KLHDC3 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
49.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
233.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
190.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
102.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
91.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
91.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
89.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
85.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
85.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
80.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
80.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
79.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
79.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
78.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
78.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
78.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
77.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
76.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
76.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
75.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
75.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
75.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
75.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
75.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
74.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
74.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
74.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
73.9
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
73.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
73.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
72.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
72.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
72.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
72.0
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
71.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
71.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
71.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
71.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
70.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
70.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
70.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
69.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
69.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
69.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
69.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
68.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
68.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
68.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
68.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
68.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
68.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
68.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
68.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
67.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
67.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
67.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
67.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
67.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
67.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
66.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
66.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
66.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
66.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
66.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
66.2
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
66.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
65.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
65.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
65.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
65.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
65.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
65.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
65.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
65.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
65.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
65.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
65.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
65.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
64.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
64.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
64.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
64.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
64.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
64.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
64.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
64.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
64.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
63.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
63.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
63.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
63.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
63.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
63.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
63.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
63.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
63.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
63.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
62.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
62.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
62.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
62.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
62.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
62.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
62.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
61.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
61.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
61.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
61.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
61.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
61.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
61.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
61.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
61.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
60.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
60.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
60.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
60.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
60.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
60.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
60.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
60.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
60.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
60.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
59.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
59.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
59.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
59.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
59.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
59.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
58.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
58.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
58.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
58.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
58.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
58.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
58.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
58.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
58.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
58.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
58.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
58.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
58.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
58.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
58.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
57.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
57.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
57.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
57.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
57.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
57.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
57.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
57.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
57.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
57.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
57.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
57.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
57.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
57.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
56.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
56.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
56.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
56.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
56.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
56.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
56.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
56.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
56.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
56.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
56.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
56.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
56.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
55.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
55.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
55.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
55.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
55.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
55.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
55.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
55.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
55.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
55.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
55.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
55.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
55.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
55.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
55.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
54.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
54.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
54.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
54.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
54.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
54.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
54.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
54.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
54.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
54.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
54.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
54.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
54.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
54.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
54.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
54.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
54.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
54.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
54.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
53.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
53.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
53.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
53.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
53.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
53.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
52.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
52.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
52.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
52.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
52.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
52.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
52.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
52.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
52.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
52.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
52.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
52.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
52.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
51.9
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
51.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
51.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
51.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
51.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
51.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
51.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
51.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
51.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
51.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
51.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
51.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
51.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
50.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
50.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
50.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
50.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
50.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
50.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
50.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
50.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
50.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
50.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
50.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
50.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
50.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
50.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
50.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
50.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
50.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
50.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
50.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
49.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
49.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
49.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
49.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
49.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
49.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
49.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
49.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
49.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
49.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
49.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
49.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
49.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
49.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
49.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
49.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
49.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
49.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
48.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
48.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
48.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
48.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
48.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
48.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
48.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
48.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
48.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
48.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
48.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
48.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
48.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
48.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
48.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
48.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
48.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
47.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
47.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
47.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
47.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
47.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
47.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
46.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
46.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
46.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
46.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
46.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
46.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
46.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
46.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
46.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
46.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
46.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
46.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
46.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
45.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
45.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
45.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
45.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
45.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
45.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
45.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
45.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
45.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
45.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
45.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
45.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
45.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
45.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
45.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
45.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
45.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
45.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
45.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
44.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
44.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
44.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
44.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
44.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
44.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
44.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
44.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
44.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
44.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
44.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
44.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
44.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
44.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
44.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
44.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
43.9
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
43.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
43.7
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
43.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
43.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
43.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
43.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
43.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
43.3
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
43.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
43.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
42.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
42.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
42.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
42.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
42.5
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
42.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
42.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
42.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
42.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
42.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
42.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
42.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
41.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
41.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
41.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
41.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
41.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
41.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
41.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
41.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
41.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
41.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
41.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
41.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
40.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
40.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
40.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
40.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
40.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
40.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
40.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
40.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
40.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
40.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
40.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
40.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
40.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
39.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
39.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
39.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
39.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
39.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
39.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
39.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
39.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
39.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
39.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
38.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
38.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
38.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
38.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
38.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
38.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
37.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
37.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
37.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
37.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
37.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
37.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
37.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
37.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
37.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
36.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
36.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
36.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
36.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
36.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
36.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
36.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
36.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
36.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
36.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
36.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
36.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
35.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
35.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
35.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
35.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
35.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
35.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
34.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
34.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
34.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
34.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
34.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
34.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
34.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
33.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
33.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
33.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
33.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
32.7
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
32.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
32.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
32.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
32.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
32.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
31.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
31.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
31.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
31.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
31.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
30.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
30.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
30.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
30.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
30.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
30.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
30.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
30.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
29.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
29.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
29.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
29.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
29.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
28.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
28.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
28.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
27.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
27.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
27.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
27.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
27.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
27.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
27.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
27.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
27.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
27.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
26.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
26.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
26.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
26.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
26.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
26.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
25.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
25.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
25.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
25.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
24.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
24.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
24.3
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
24.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
23.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
23.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
23.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
23.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
23.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
22.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
22.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
21.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
21.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
21.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
21.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
21.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
20.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
20.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
19.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
18.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
18.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
17.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
17.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
16.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
15.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
14.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
13.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
KLHDC3 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
44.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
85.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
85.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
65.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
65.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
64.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
63.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
63.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
63.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
63.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
61.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
61.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
61.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
60.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
59.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
59.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
57.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
56.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
55.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
54.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
54.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
53.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
52.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
51.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
51.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
51.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
51.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
50.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
50.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
50.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
50.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
50.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
50.0
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
49.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
49.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
49.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
49.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
48.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
47.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
46.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
46.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
46.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
45.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
45.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
45.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
44.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
44.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
44.5
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
44.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
44.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
43.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
43.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
42.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
42.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
42.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
42.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
41.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
41.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
41.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
40.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
40.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
40.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
40.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
39.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
39.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
39.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
39.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
38.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
38.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
38.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
38.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
38.1
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
37.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
36.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
36.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
36.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
35.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
35.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
35.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
34.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
34.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
34.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
33.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
32.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
31.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
31.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
30.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
30.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
30.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
29.8
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
29.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
27.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
26.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
26.5
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
26.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
24.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
24.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
23.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
19.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
15.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KLHDC3 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
60.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
475.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
387.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
344.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
213.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
121.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
115.2
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
109.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
108.1
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
107.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
106.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
98.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
92.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
91.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
90.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
90.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
90.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
88.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
88.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
88.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
88.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
88.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
87.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
87.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
86.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
85.8
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
85.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
84.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
84.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
84.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
83.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
82.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
82.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
82.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
81.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
81.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
81.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
80.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
80.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
79.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
79.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
77.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
77.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
77.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
76.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
76.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
75.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
75.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
74.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
73.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
73.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
73.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
72.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
72.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
71.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
71.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
71.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
71.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
70.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
70.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
70.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
69.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
69.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
69.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
69.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
68.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
68.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
68.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
68.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
67.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
66.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
66.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
66.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
66.6
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
66.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
66.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
65.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
65.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
65.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
64.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
64.6
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
64.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
64.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
64.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
64.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
64.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
62.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
62.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
62.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
62.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
62.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
62.3
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
62.2
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
62.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
62.0
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
61.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
61.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
61.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
61.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
61.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
60.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
60.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
60.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
60.3
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
60.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
60.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
59.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
59.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
59.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
58.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
58.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
58.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
58.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
58.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
57.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
57.8
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
57.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
57.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
57.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
57.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
57.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
57.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
57.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
57.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
57.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
56.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
56.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
56.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
56.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
56.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
55.9
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
55.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
55.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
55.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
55.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
55.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
55.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
55.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
54.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
54.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
54.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
54.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
54.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
54.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
53.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
53.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
53.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
53.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
53.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
53.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
53.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
53.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
53.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
52.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
52.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
51.6
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
51.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
51.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
51.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
51.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
51.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
51.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
50.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
50.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
50.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
50.2
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
50.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
50.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
50.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
49.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
49.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
49.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
49.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
49.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
48.9
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
48.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
48.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
48.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
48.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
48.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
47.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
47.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
47.5
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
46.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
46.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
46.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
46.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
46.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
46.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
46.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
45.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
45.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
45.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
45.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
45.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
45.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
45.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
45.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
44.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
44.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
44.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
44.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
44.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
44.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
44.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
44.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
43.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
43.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
43.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
43.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
43.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
43.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
43.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
43.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
43.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
43.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
43.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
42.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
42.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
42.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
42.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
42.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
42.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
42.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
42.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
41.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
41.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
41.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
41.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
41.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
41.0
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
40.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
40.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
40.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
40.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
40.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
39.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
39.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
39.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
39.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
39.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
38.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
38.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
38.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
38.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
37.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
37.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
36.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
36.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
36.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
35.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
35.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
35.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
35.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
35.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
34.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
33.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
33.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
33.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
33.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
33.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
32.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
32.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
31.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
31.8
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
31.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
31.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
31.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
29.9
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
29.5
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
28.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
28.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
28.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
28.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
28.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
27.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
26.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
26.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
25.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
24.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
20.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
20.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
18.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0019990003
Tumor
1.9
CPT0020020001
Normal
1.1
CPT0076330003
Tumor
0.9
CPT0065690003
Tumor
0.9
CPT0025060001
Normal
0.8
CPT0088630003
Tumor
0.8
CPT0025880003
Tumor
0.8
CPT0077310003
Tumor
0.7
CPT0064370003
Tumor
0.6
CPT0092310003
Normal
0.6
CPT0065930003
Tumor
0.6
CPT0023690003
Tumor
0.5
CPT0007860003
Tumor
0.5
CPT0009080003
Normal
0.5
CPT0014130001
Normal
0.5
CPT0006630003
Tumor
0.5
CPT0092730003
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0088970003
Tumor
0.4
CPT0017450001
Normal
0.3
CPT0015910003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0092800003
Normal
0.3
CPT0075720003
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0001230001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0066470004
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0088500001
Normal
0.2
CPT0079510001
Normal
0.2
CPT0066480003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0063640001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0063630003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0065820001
Normal
0.1
CPT0077140001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0069190001
Normal
0.1
CPT0001540009
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0081880003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0077320001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0089040001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0026410003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0077500001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0092790003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0002350011
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0089020003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0002270011
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0006730001
Normal
-0.2
CPT0092160003
Tumor
-0.2
CPT0086870003
Tumor
-0.2
CPT0078940001
Normal
-0.2
CPT0065430003
Tumor
-0.2
CPT0000890001
Normal
-0.2
CPT0021240003
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0023350003
Tumor
-0.2
CPT0076350001
Normal
-0.2
CPT0066430001
Normal
-0.3
CPT0079410003
Tumor
-0.3
CPT0015810003
Tumor
-0.3
CPT0015730003
Tumor
-0.3
CPT0019130003
Tumor
-0.3
CPT0010170001
Normal
-0.3
CPT0014370004
Tumor
-0.3
CPT0025920001
Normal
-0.3
CPT0086970003
Normal
-0.3
CPT0071150004
Tumor
-0.3
CPT0006440003
Tumor
-0.3
CPT0089460004
Tumor
-0.4
CPT0012900004
Tumor
-0.4
CPT0079000001
Normal
-0.4
CPT0001270001
Normal
-0.4
CPT0007870001
Normal
-0.4
CPT0078990003
Tumor
-0.4
CPT0014350001
Normal
-0.4
CPT0001180009
Tumor
-0.4
CPT0092190003
Normal
-0.4
CPT0017410003
Tumor
-0.4
CPT0009060003
Tumor
-0.4
CPT0025230003
Tumor
-0.4
CPT0064400001
Normal
-0.4
CPT0026420001
Normal
-0.4
CPT0000660001
Normal
-0.4
CPT0009000003
Tumor
-0.4
CPT0077110003
Tumor
-0.5
CPT0014160003
Tumor
-0.5
CPT0086030003
Tumor
-0.5
CPT0092290003
Tumor
-0.5
CPT0092740003
Normal
-0.5
CPT0065750003
Tumor
-0.5
CPT0000640003
Tumor
-0.5
CPT0078800003
Tumor
-0.6
CPT0079380003
Tumor
-0.6
CPT0089480003
Normal
-0.6
CPT0025050003
Tumor
-0.6
CPT0001220008
Tumor
-0.6
CPT0079230003
Tumor
-0.7
CPT0086950003
Tumor
-0.7
CPT0085670003
Tumor
-1.0
CPT0088570001
Normal
N/A
CPT0078660003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0025610001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088550004
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0010110003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0069010001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0006950001
Normal
N/A
CPT0001340003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0081600003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0006900003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0007470001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0078670001
Normal
N/A
CPT0007320003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0075170001
Normal
N/A
CPT0065870003
Tumor
N/A
CPT0079300001
Normal
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0075130003
Tumor
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
