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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.
KLHDC8B 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
9.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
47.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
34.1
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
26.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
24.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
19.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
19.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
17.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
17.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
17.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
17.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
15.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
14.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
14.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
14.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
13.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
12.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
12.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
12.2
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
11.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
10.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
10.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
10.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
10.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
9.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
9.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
9.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
9.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
8.9
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
8.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
8.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
8.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
8.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
8.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
7.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
7.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
7.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
7.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
6.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
6.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
6.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
6.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
6.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
6.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
6.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
6.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
5.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
4.8
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
4.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
3.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
2.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
2.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
2.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
2.7
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
2.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
1.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 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.
KLHDC8B 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
11.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
28.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
27.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
25.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
25.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
25.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
24.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
24.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
24.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
23.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
23.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
23.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
23.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
23.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
22.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
22.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
22.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
22.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
21.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
21.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
21.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
21.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
20.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
20.9
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
20.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
20.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
20.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
20.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
19.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
19.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
19.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
19.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
19.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
18.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
18.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
18.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
18.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
18.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
18.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
18.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
18.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
18.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
18.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
18.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
18.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
18.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
18.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
18.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
17.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
17.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
17.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
17.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
17.5
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
17.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
17.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
17.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
17.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
17.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
17.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
17.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
16.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
16.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
16.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
16.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
16.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
16.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
16.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
16.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
16.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
16.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
16.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
16.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
16.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
16.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
16.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
16.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
16.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
16.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
16.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
16.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
16.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
16.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
15.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
15.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
15.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
15.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
15.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
15.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
15.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
15.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
15.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
15.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
15.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
15.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
15.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
15.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
15.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
15.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
15.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
15.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
15.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
15.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
15.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
14.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
14.7
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
14.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
14.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
14.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
14.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
14.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
14.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
14.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
14.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
14.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
14.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
14.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
14.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
14.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
14.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
14.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
14.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
14.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
14.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
14.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
14.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
14.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
14.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
14.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
14.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
14.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
14.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
14.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
14.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
14.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
14.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
13.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
13.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
13.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
13.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
13.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
13.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
13.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
13.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
13.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
13.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
13.7
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
13.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
13.7
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
13.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
13.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
13.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
13.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
13.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
13.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
13.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
13.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
13.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
13.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
13.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
13.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
13.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
13.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
13.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
13.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
13.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
13.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
13.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
13.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
13.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
13.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
13.0
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
13.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
13.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
12.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
12.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
12.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
12.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
12.8
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
12.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
12.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
12.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
12.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
12.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
12.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
12.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
12.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
12.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
12.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
12.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
12.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
12.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
12.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
12.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
12.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
12.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
12.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
12.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
12.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
12.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
12.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
12.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
12.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
12.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
12.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
12.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
12.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
12.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
11.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
11.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
11.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
11.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
11.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
11.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
11.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
11.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
11.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
11.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
11.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.6
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
11.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
11.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
11.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
11.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
11.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
11.3
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
11.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
11.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
11.3
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
11.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
11.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
11.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
11.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
11.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
11.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
11.1
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
11.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
11.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
11.0
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
10.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
10.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
10.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
10.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
10.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
10.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
10.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
10.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
10.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
10.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
10.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
10.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
10.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
10.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
10.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
10.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
10.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
10.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
10.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
10.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
10.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
10.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
10.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
10.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
10.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
10.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
10.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
10.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
10.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
10.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
10.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
10.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
10.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
10.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
10.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
10.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
10.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
10.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
10.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
10.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
10.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
10.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
10.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
10.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
10.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
10.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
10.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
10.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
9.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
9.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
9.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
9.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
9.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
9.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
9.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
9.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
9.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
9.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
9.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
9.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
9.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
9.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
9.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
9.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
9.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
9.5
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
9.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
9.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
9.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
9.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
9.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
9.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
9.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
9.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
9.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
9.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
9.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
9.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
9.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
9.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
9.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
9.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
9.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
9.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
9.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
9.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
9.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
8.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
8.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
8.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
8.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
8.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
8.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
8.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
8.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
8.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
8.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
8.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
8.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
8.8
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
8.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
8.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
8.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
8.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
8.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
8.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
8.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
8.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
8.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
8.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
8.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
8.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
8.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
8.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
8.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
8.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
8.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
8.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
8.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
8.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
8.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
8.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
8.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
8.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
8.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
8.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
8.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
8.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
8.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
8.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
8.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
8.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
8.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
8.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
8.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
7.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
7.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
7.9
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
7.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
7.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
7.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
7.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
7.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
7.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
7.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
7.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
7.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
7.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
7.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
7.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
7.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
7.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
7.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
7.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
7.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
7.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
7.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
7.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
7.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
7.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
7.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
7.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
7.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
7.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
7.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
7.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
7.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
7.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
7.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
7.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
7.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
7.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
7.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
7.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
7.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
6.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
6.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
6.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
6.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
6.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
6.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
6.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
6.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
6.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
6.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
6.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
6.5
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
6.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
6.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
6.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
6.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
6.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
6.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
6.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
6.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
6.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
6.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
5.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
5.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
5.5
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
5.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
5.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
5.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
5.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
5.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
5.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
5.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
5.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
5.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
5.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
5.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
5.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
4.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
4.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
4.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
4.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
4.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
4.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
4.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
4.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
4.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
4.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
4.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
4.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
4.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
4.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
4.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
4.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
4.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
4.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
4.0
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
3.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
3.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
3.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
3.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.4
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
3.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
3.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
3.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
2.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
2.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
2.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
1.5
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.
KLHDC8B 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
12.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
45.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
42.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
29.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
26.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
23.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
23.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
21.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
20.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
19.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
19.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
18.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
18.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
16.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
16.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
16.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
16.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
15.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
15.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
15.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
15.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
15.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
15.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
15.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
15.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
15.1
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
14.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
14.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
14.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
14.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
14.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
13.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
13.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
13.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
13.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
13.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
13.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
13.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
13.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
13.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
13.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
13.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
13.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
12.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
12.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
12.5
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
12.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
12.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
11.8
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
11.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
11.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
10.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
10.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
10.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
10.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
10.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
10.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
10.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
10.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
10.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
9.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
9.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
9.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
9.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
9.8
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
9.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
9.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
9.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
9.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
8.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
8.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
8.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
8.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
8.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
8.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
8.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
8.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
7.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
7.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
7.7
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
7.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
7.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
7.3
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
7.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
7.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
7.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
6.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
6.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
6.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
6.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
5.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
5.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
5.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
5.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
4.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
4.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KLHDC8B 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
12.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
52.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
48.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
46.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
41.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
37.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
35.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
35.3
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
33.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
30.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
29.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
29.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
29.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
29.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
26.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
26.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
25.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
24.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
24.8
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
24.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
23.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
23.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
23.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
23.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
22.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
21.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
21.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
21.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
21.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
21.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
21.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
21.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
21.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
21.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
21.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
21.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
21.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
20.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
20.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
20.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
19.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
19.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
19.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
19.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
19.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
19.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
18.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
18.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
18.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
18.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
18.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
18.5
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
18.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
18.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
17.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
17.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
17.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
17.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
17.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
17.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
17.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
17.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
17.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
17.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
16.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
16.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
16.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
16.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
16.6
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
16.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
16.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
16.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
16.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
16.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
15.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
15.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
15.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
15.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
15.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
15.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
15.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
15.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
15.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
15.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
15.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
15.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
15.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
15.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
15.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
15.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
15.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
15.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
15.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
14.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
14.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
14.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
14.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
14.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
14.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
14.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
14.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
14.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
14.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
14.4
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
14.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
14.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
14.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
14.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
14.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
14.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
13.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
13.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
13.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
13.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
13.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
13.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
13.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
13.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
13.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
13.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
13.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
12.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
12.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
12.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
12.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
12.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
12.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
12.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
12.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
12.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
12.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
12.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
12.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
12.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
12.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
12.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
12.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
11.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
11.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
11.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
11.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
11.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
11.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
11.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
11.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
11.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
11.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
11.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
11.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
11.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
11.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
11.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
11.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
10.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
10.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
10.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
10.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
10.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
10.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
10.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
10.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
10.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
10.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
10.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
10.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
10.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
10.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
10.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
10.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
10.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
10.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
10.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
10.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
10.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
9.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
9.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
9.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
9.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
9.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
9.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
9.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
9.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
9.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
9.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
9.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
9.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
9.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
9.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
9.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
8.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
8.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
8.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
8.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
8.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
8.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
8.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
8.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
8.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
8.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
8.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
8.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
8.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
8.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
7.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
7.7
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
7.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
7.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
7.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
7.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
7.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
7.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
7.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
6.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
6.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
6.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
6.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
6.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
6.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
6.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
6.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
6.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
5.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
5.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
5.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
5.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
5.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
5.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
5.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
5.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
5.3
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
5.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
5.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
5.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
5.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
5.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
5.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
4.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
4.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
4.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
4.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
4.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
4.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
4.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
4.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
4.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
3.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
3.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
2.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
2.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
2.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
1.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
1.4
CPT0088550004
Tumor
1.3
CPT0023690003
Tumor
1.1
CPT0092290003
Tumor
0.9
CPT0088970003
Tumor
0.8
CPT0064400001
Normal
0.7
CPT0075560003
Tumor
0.7
CPT0026420001
Normal
0.5
CPT0078670001
Normal
0.5
CPT0007860003
Tumor
0.5
CPT0078530001
Normal
0.5
CPT0089460004
Tumor
0.5
CPT0006950001
Normal
0.5
CPT0066430001
Normal
0.5
CPT0020130001
Normal
0.5
CPT0079000001
Normal
0.4
CPT0010160003
Tumor
0.4
CPT0010170001
Normal
0.4
CPT0011240003
Tumor
0.4
CPT0009080003
Normal
0.4
CPT0017450001
Normal
0.4
CPT0017410003
Tumor
0.4
CPT0088780001
Normal
0.4
CPT0079180003
Tumor
0.4
CPT0088500001
Normal
0.4
CPT0063640001
Normal
0.4
CPT0065690003
Tumor
0.4
CPT0015910003
Tumor
0.4
CPT0019130003
Tumor
0.3
CPT0088710001
Normal
0.3
CPT0001500009
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0020020001
Normal
0.3
CPT0002270011
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0012920003
Normal
0.3
CPT0001350001
Normal
0.3
CPT0077490003
Tumor
0.3
CPT0086360003
Tumor
0.3
CPT0000890001
Normal
0.3
CPT0081620001
Normal
0.3
CPT0092790003
Tumor
0.3
CPT0007470001
Normal
0.3
CPT0014350001
Normal
0.3
CPT0075720003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0077500001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0012570003
Normal
0.2
CPT0078930003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0078830003
Tumor
0.2
CPT0006730001
Normal
0.2
CPT0009020003
Normal
0.2
CPT0088640003
Normal
0.2
CPT0012770003
Normal
0.2
CPT0065430003
Tumor
0.2
CPT0065450001
Normal
0.2
CPT0092740003
Normal
0.2
CPT0079480003
Tumor
0.2
CPT0000780007
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0002370001
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0087050003
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0015810003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0071150004
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0079380003
Tumor
0.1
CPT0012080003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0063330001
Normal
0.1
CPT0015730003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0086030003
Tumor
0.1
CPT0081880003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0079430001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0078800003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0069190001
Normal
0.1
CPT0078940001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0086370003
Normal
0.0
CPT0009060003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0012090003
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0012550003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0011410003
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0014160003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0001510001
Normal
0.0
CPT0001230001
Normal
0.0
CPT0076330003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0025290003
Tumor
-0.1
CPT0079510001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0001340003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0012370003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0085670003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0075570001
Normal
-0.1
CPT0023350003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0012670003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0077140001
Normal
-0.2
CPT0088630003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0017850003
Tumor
-0.2
CPT0007870001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0079300001
Normal
-0.2
CPT0000870016
Tumor
-0.2
CPT0089020003
Tumor
-0.2
CPT0088760003
Tumor
-0.2
CPT0076350001
Normal
-0.2
CPT0077110003
Tumor
-0.2
CPT0024680001
Normal
-0.2
CPT0066470004
Tumor
-0.2
CPT0081600003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0069160003
Tumor
-0.2
CPT0025050003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0002350011
Tumor
-0.3
CPT0001220008
Tumor
-0.3
CPT0086870003
Tumor
-0.3
CPT0001190001
Normal
-0.3
CPT0012280003
Tumor
-0.3
CPT0019990003
Tumor
-0.3
CPT0069000003
Tumor
-0.3
CPT0086820003
Tumor
-0.3
CPT0088690003
Tumor
-0.4
CPT0078510003
Tumor
-0.4
CPT0025880003
Tumor
-0.4
CPT0064370003
Tumor
-0.4
CPT0025580004
Tumor
-0.4
CPT0012180003
Tumor
-0.4
CPT0079410003
Tumor
-0.5
CPT0001260009
Tumor
-0.5
CPT0014370004
Tumor
-0.5
CPT0010110003
Tumor
-0.5
CPT0024670003
Tumor
-0.5
CPT0001180009
Tumor
-0.5
CPT0020120003
Tumor
-0.6
CPT0000640003
Tumor
-0.6
CPT0012900004
Tumor
-0.6
CPT0021240003
Tumor
-0.6
CPT0084560003
Tumor
-0.6
CPT0007320003
Tumor
-0.7
CPT0063630003
Tumor
-0.9
CPT0086950003
Tumor
-0.9
CPT0092190003
Normal
-1.0
CPT0092160003
Tumor
-1.3
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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
