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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.
PLEKHO2 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
11.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
74.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
69.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
50.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
30.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
26.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
26.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
21.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
20.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
20.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
18.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
17.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
16.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
15.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
15.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
14.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
13.3
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
12.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
12.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
11.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
11.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
11.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
11.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
10.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
10.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
9.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
9.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
9.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
8.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
8.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
8.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
8.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
7.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
7.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
6.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
6.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
6.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
6.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
5.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
5.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
5.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
5.3
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
5.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
5.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
4.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
4.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
4.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
4.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
3.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
3.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
3.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
3.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
3.0
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
3.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
3.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
1.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
1.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 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.
PLEKHO2 is not prognostic 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
25.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
73.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
72.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
72.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
72.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
67.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
63.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
57.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
56.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
55.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
53.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
53.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
51.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
51.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
51.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
50.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
50.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
49.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
48.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
47.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
47.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
47.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
46.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
46.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
46.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
46.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
46.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
46.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
46.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
46.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
45.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
45.3
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
45.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
45.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
44.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
44.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
44.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
44.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
44.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
44.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
43.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
43.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
43.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
43.5
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
43.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
43.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
43.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
43.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
42.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
42.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
42.1
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
42.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
42.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
41.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
41.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
41.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
41.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
41.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
40.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
40.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
40.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
40.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
40.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
40.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
39.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
39.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
39.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
39.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
39.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
39.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
39.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
39.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
38.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
38.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
38.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
38.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
38.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
38.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
38.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
38.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
38.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
37.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
37.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
37.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
37.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
37.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
37.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
36.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
36.6
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
36.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
36.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
36.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
36.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
36.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
36.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
36.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
36.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
36.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
36.0
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
36.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
35.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
35.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
35.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
35.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
34.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
34.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
34.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
34.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
34.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
34.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
34.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
34.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
34.3
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
34.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
34.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
33.9
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
33.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
33.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
33.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
33.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
33.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
33.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
33.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
33.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
33.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
32.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
32.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
32.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
32.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
32.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
32.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
32.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
32.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
32.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
32.3
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
32.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
32.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
32.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
32.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
31.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
31.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
31.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
31.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
31.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
31.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
31.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
31.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
31.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
31.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
31.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
31.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
31.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
31.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
30.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
30.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
30.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
30.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
30.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
30.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
30.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
30.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
30.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
30.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
30.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
30.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
30.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
30.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
29.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
29.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
29.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
29.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
29.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
29.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
29.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
29.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
29.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
29.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
29.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
29.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
29.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
29.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
29.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
29.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
29.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
29.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
28.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
28.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
28.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
28.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
28.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
28.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
28.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
28.2
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
28.2
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
28.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
27.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
27.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
27.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
27.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
27.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
27.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
27.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
27.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
27.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
27.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
27.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
27.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
27.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
27.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
27.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
27.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
27.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
27.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
26.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
26.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
26.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
26.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
26.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
26.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
26.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
26.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
26.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
26.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
26.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
26.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
26.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
26.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
26.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
26.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
26.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
26.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
26.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
26.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
26.0
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
25.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
25.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
25.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
25.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
25.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
25.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
25.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
25.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
25.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
25.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
25.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
25.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
25.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
25.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
25.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
25.1
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
25.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
25.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
25.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
24.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
24.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
24.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
24.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
24.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
24.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
24.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
24.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
24.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
24.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
24.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
24.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
24.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
24.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
24.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
24.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
24.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
24.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
23.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
23.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
23.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
23.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
23.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
23.7
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
23.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
23.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
23.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
23.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
23.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
23.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
23.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
23.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
23.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
22.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
22.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
22.9
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
22.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
22.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
22.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
22.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
22.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
22.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
22.7
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
22.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
22.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
22.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
22.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
22.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
22.2
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
22.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
21.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
21.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
21.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
21.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
21.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
21.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
21.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
21.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
21.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
21.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
21.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
21.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
21.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
21.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
21.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
21.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
21.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
21.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
21.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
21.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
20.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
20.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
20.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
20.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
20.6
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
20.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
20.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
20.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
20.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
20.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
20.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
20.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
20.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
20.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
20.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
20.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
20.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
20.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
20.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
20.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
19.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
19.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
19.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
19.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
19.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
19.8
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
19.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
19.7
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
19.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
19.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
19.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
19.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
19.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
19.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
19.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
19.3
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
19.2
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
19.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
19.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
19.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
19.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
18.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
18.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
18.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
18.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
18.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
18.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
18.6
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
18.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
18.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
18.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
18.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
18.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
18.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
18.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
18.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
18.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
18.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
17.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
17.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
17.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
17.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
17.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
17.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
17.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
17.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
17.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
17.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
17.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
17.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
17.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
17.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
17.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
17.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
17.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
17.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
16.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
16.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
16.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
16.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
16.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
16.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
16.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
16.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
16.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
16.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
16.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
16.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
15.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
15.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
15.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
15.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
15.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
15.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
15.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
15.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
15.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
15.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
15.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
15.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
14.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
14.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
14.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
14.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
14.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
14.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
14.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
14.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
14.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
14.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
14.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
14.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
14.4
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
14.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
14.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
13.6
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
13.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
13.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
13.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
13.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
13.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
13.3
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
13.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
13.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
13.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
13.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
12.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
12.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
12.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
12.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
12.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
12.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
12.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
12.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
12.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
12.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
12.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
12.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
12.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
11.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
11.7
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
11.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
11.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
11.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
11.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
10.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
10.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
10.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
10.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
10.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
9.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
9.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
9.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
9.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
9.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
9.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
9.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
9.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
8.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
8.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
8.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
8.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
7.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
7.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
7.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
7.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
7.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
7.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
7.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
7.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
7.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.6
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
6.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
6.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
6.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
6.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
5.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
5.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
4.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
4.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
3.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
3.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
PLEKHO2 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
32.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
109.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
98.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
94.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
65.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
64.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
57.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
55.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
54.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
54.5
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
52.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
52.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
51.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
49.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
48.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
47.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
47.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
46.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
45.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
45.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
44.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
43.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
42.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
41.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
40.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
40.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
40.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
40.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
40.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
39.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
38.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
37.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
37.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
37.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
35.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
35.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
35.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
35.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
35.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
35.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
32.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
30.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
30.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
30.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
30.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
29.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
29.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
28.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
28.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
28.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
27.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
26.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
26.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
26.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
26.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
25.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
25.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
25.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
25.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
24.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
24.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
23.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
23.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
23.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
23.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
23.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
23.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
23.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
22.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
22.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
22.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
22.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
22.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
21.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
21.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
21.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
21.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
20.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
20.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
20.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
18.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
18.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
17.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
17.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
16.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
16.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
15.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
14.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
13.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
12.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
12.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
12.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
10.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
9.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
8.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
7.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
PLEKHO2 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
16.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
82.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
76.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
62.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
59.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
54.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
51.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
47.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
46.5
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
45.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
44.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
44.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
44.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
42.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
39.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
39.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
38.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
38.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
37.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
35.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
34.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
34.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
34.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
32.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
32.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
31.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
30.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
30.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
30.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
29.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
29.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
28.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
27.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
27.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
27.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
27.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
26.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
26.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
26.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
26.2
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
25.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
25.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
25.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
25.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
25.3
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
25.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
24.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
24.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
24.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
24.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
23.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
23.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
23.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
23.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
23.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
23.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
23.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
22.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
22.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
22.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
22.3
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
22.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
22.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
22.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
22.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
21.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
21.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
21.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
21.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
21.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
21.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
21.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
21.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
21.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
20.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
20.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
20.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
19.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
19.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
19.4
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
19.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
19.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
19.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
19.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
18.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
18.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
18.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
18.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
18.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
18.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
17.9
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
17.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
17.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
17.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
17.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
17.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
17.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
16.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
16.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
16.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
16.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
16.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
16.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
16.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
16.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
16.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
16.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
16.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
16.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
15.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
15.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
15.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
15.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
15.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
15.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
15.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
15.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
15.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
15.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
15.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
14.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
14.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
14.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
14.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
14.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
14.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
14.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
14.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
14.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
13.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
13.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
13.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
13.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
13.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
13.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
13.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
13.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
13.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
13.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
13.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
13.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
12.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
12.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
12.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
12.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
12.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
12.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
12.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
12.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
12.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
12.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
12.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
12.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
12.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
12.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
12.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
12.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
12.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
12.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
12.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
12.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
12.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
12.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
12.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
11.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
11.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
11.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
11.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
11.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
11.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
11.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
11.3
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
11.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
11.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
11.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
11.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
11.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
11.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
10.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
10.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
10.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
10.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
10.7
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
10.7
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
10.4
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
10.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
10.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
10.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
9.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
9.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
9.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
9.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
9.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
9.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
9.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
9.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
9.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
9.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
9.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
9.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
9.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
9.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
9.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
9.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
8.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
8.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
8.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
8.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
8.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
8.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
8.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
8.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
8.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
8.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
8.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
8.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
8.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
8.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
8.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
7.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
7.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
7.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
7.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
7.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
7.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
7.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
7.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
7.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
7.2
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
7.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
7.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
7.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
7.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
6.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
6.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
6.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
6.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
6.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
6.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
6.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
6.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
6.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
6.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
6.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
6.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
6.4
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
6.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
6.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
5.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
5.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
5.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
5.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
5.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
5.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
5.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
5.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
5.3
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
5.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
5.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
5.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
5.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
5.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
5.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
4.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
4.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
4.7
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
4.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
4.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
4.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
4.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
3.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
2.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
2.3
CPT0092730003
Tumor
1.1
CPT0079380003
Tumor
1.1
CPT0017410003
Tumor
1.0
CPT0012180003
Tumor
1.0
CPT0075560003
Tumor
1.0
CPT0078990003
Tumor
1.0
CPT0066480003
Tumor
0.9
CPT0078510003
Tumor
0.9
CPT0012550003
Tumor
0.9
CPT0081880003
Tumor
0.9
CPT0000640003
Tumor
0.8
CPT0001260009
Tumor
0.8
CPT0092160003
Tumor
0.8
CPT0010110003
Tumor
0.8
CPT0015910003
Tumor
0.8
CPT0012280003
Tumor
0.8
CPT0088970003
Tumor
0.8
CPT0065690003
Tumor
0.7
CPT0065430003
Tumor
0.7
CPT0025050003
Tumor
0.7
CPT0020120003
Tumor
0.6
CPT0086360003
Tumor
0.6
CPT0025290003
Tumor
0.6
CPT0011240003
Tumor
0.6
CPT0017850003
Tumor
0.6
CPT0063630003
Tumor
0.6
CPT0087040003
Tumor
0.6
CPT0076330003
Tumor
0.6
CPT0001540009
Tumor
0.5
CPT0075130003
Tumor
0.5
CPT0064370003
Tumor
0.5
CPT0088900003
Tumor
0.5
CPT0092790003
Tumor
0.5
CPT0019990003
Tumor
0.5
CPT0012670003
Tumor
0.5
CPT0088760003
Tumor
0.5
CPT0001340003
Tumor
0.5
CPT0081990003
Tumor
0.5
CPT0065870003
Tumor
0.5
CPT0086030003
Tumor
0.5
CPT0006900003
Tumor
0.5
CPT0089020003
Tumor
0.5
CPT0023350003
Tumor
0.5
CPT0071150004
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0092290003
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0023690003
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0025170003
Tumor
0.4
CPT0065930003
Tumor
0.4
CPT0002350011
Tumor
0.4
CPT0084560003
Tumor
0.4
CPT0009060003
Tumor
0.4
CPT0075720003
Tumor
0.4
CPT0078800003
Tumor
0.4
CPT0000780007
Tumor
0.4
CPT0012080003
Tumor
0.4
CPT0063320003
Tumor
0.4
CPT0006630003
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0025110003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0025350003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0025880003
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0012900004
Tumor
0.3
CPT0088630003
Tumor
0.3
CPT0077310003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0079230003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0007320003
Tumor
0.2
CPT0015730003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0079480003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0001500009
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0069000003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0024670003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0077110003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0086820003
Tumor
0.0
CPT0002270011
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0089460004
Tumor
-0.1
CPT0014470001
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0069190001
Normal
-0.2
CPT0014450004
Tumor
-0.2
CPT0076350001
Normal
-0.3
CPT0017450001
Normal
-0.3
CPT0025580004
Tumor
-0.3
CPT0018250001
Normal
-0.3
CPT0012920003
Normal
-0.3
CPT0066520001
Normal
-0.3
CPT0088570001
Normal
-0.3
CPT0078530001
Normal
-0.3
CPT0011410003
Tumor
-0.3
CPT0024680001
Normal
-0.3
CPT0000660001
Normal
-0.3
CPT0013790003
Normal
-0.4
CPT0006530001
Normal
-0.4
CPT0001190001
Normal
-0.4
CPT0000890001
Normal
-0.4
CPT0077140001
Normal
-0.5
CPT0065820001
Normal
-0.5
CPT0086970003
Normal
-0.5
CPT0063640001
Normal
-0.5
CPT0009080003
Normal
-0.5
CPT0079180003
Tumor
-0.5
CPT0069010001
Normal
-0.5
CPT0009020003
Normal
-0.5
CPT0002370001
Normal
-0.6
CPT0086830003
Normal
-0.6
CPT0088710001
Normal
-0.6
CPT0012090003
Normal
-0.6
CPT0079430001
Normal
-0.6
CPT0087050003
Normal
-0.6
CPT0089040001
Normal
-0.6
CPT0023360001
Normal
-0.6
CPT0007470001
Normal
-0.6
CPT0082010001
Normal
-0.6
CPT0012570003
Normal
-0.6
CPT0079510001
Normal
-0.6
CPT0063330001
Normal
-0.6
CPT0012640003
Normal
-0.6
CPT0025060001
Normal
-0.6
CPT0025610001
Normal
-0.7
CPT0020130001
Normal
-0.7
CPT0026420001
Normal
-0.7
CPT0001350001
Normal
-0.7
CPT0014130001
Normal
-0.7
CPT0081620001
Normal
-0.7
CPT0020020001
Normal
-0.7
CPT0001550001
Normal
-0.7
CPT0001510001
Normal
-0.7
CPT0078670001
Normal
-0.7
CPT0006950001
Normal
-0.7
CPT0010170001
Normal
-0.7
CPT0077500001
Normal
-0.7
CPT0066430001
Normal
-0.7
CPT0006730001
Normal
-0.8
CPT0086890003
Normal
-0.8
CPT0079300001
Normal
-0.8
CPT0007870001
Normal
-0.8
CPT0092740003
Normal
-0.8
CPT0088780001
Normal
-0.8
CPT0092310003
Normal
-0.8
CPT0014350001
Normal
-0.8
CPT0088500001
Normal
-0.8
CPT0078940001
Normal
-0.8
CPT0025920001
Normal
-0.8
CPT0019160001
Normal
-0.9
CPT0088920001
Normal
-0.9
CPT0078840001
Normal
-0.9
CPT0001230001
Normal
-0.9
CPT0079000001
Normal
-0.9
CPT0023710001
Normal
-0.9
CPT0092800003
Normal
-0.9
CPT0012770003
Normal
-1.0
CPT0086370003
Normal
-1.0
CPT0065450001
Normal
-1.0
CPT0064400001
Normal
-1.0
CPT0000790001
Normal
-1.0
CPT0088640003
Normal
-1.1
CPT0089480003
Normal
-1.2
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
