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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.
MECP2 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
31.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
89.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
89.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
74.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
70.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
63.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
62.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
60.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
58.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
57.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
52.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
49.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
49.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
49.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
48.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
47.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
44.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
42.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
38.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
38.2
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
36.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
33.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
33.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
31.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
31.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
30.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
29.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
28.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
27.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
25.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
25.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
25.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
25.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
24.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
24.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
23.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
23.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
21.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
21.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
21.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
21.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
20.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
19.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
19.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
19.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
18.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
18.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
17.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
17.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
16.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
16.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
15.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
15.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
15.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
15.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
15.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
14.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
14.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
14.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
13.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
13.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
13.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
12.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
11.9
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
MECP2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
28.3
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
27.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
27.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
26.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
26.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
24.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
24.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
24.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
23.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
23.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
23.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
23.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
23.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
23.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
23.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
23.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
22.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
22.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
21.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
21.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.6
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
20.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
20.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
20.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
19.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
19.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
19.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
19.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
19.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
19.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
19.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
18.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
18.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
18.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
18.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
18.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
18.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
18.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
18.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
18.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
18.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
18.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
18.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
18.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
18.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
17.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
17.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
17.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
17.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
17.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
17.6
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
17.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
17.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
17.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
17.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
17.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
17.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
17.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
17.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
16.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
16.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
16.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
16.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
16.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
16.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
16.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
16.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
16.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
16.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
16.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
16.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
16.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
16.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
16.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
16.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
16.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
16.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
15.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
15.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
15.8
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
15.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
15.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
15.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
15.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
15.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
15.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
15.7
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
15.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
15.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
15.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
15.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
15.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
15.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
15.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
15.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
15.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
15.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
15.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
15.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
15.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
15.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
15.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
15.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
15.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
15.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
15.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
15.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
15.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
15.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
15.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
15.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
15.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
15.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
14.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
14.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
14.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
14.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
14.8
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
14.8
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
14.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
14.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
14.8
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
14.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
14.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
14.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
14.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
14.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
14.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
14.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
14.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
14.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
14.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
14.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
14.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
14.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
14.3
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
14.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
14.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
14.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
14.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
14.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
14.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
14.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
14.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
14.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
14.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
14.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
14.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
14.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
14.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
14.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
14.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
13.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
13.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
13.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
13.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
13.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
13.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
13.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
13.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
13.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
13.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
13.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
13.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
13.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
13.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
13.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
13.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
13.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
13.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
13.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
13.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
13.5
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
13.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
13.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
13.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
13.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
13.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
13.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
13.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
13.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
13.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
13.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
13.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
13.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
13.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
13.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
13.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
13.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
13.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
13.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
13.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
13.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
13.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
12.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
12.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
12.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
12.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
12.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
12.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
12.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
12.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
12.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
12.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
12.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
12.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
12.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
12.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
12.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
12.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
12.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
12.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
12.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
12.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
12.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
12.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
12.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
12.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
12.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
12.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
12.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
12.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
12.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
12.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
12.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
12.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
12.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
12.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
12.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
12.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
12.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
12.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
12.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
12.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
12.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
12.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
12.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
11.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
11.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
11.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
11.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
11.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
11.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
11.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.7
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
11.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
11.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
11.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
11.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
11.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
11.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
11.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
11.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
11.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
11.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
11.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
11.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
11.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
11.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
11.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
11.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
11.3
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
11.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
11.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
11.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
11.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
11.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
11.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
11.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
11.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
11.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
11.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
11.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
11.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
11.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
11.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
11.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
11.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
11.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
11.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
11.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
11.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
11.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
11.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
11.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
11.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
11.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
11.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
11.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
11.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
11.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
11.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
10.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
10.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
10.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
10.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
10.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
10.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
10.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
10.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
10.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
10.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
10.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
10.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
10.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
10.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
10.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
10.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
10.6
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
10.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
10.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
10.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
10.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
10.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
10.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
10.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
10.4
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
10.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
10.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
10.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
10.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
10.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
10.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
10.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
10.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
10.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
10.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
10.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
10.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
10.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
10.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
10.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
10.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
10.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
10.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
10.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
10.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
10.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
10.0
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
10.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
9.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
9.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
9.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
9.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
9.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
9.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
9.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
9.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
9.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
9.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
9.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
9.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
9.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
9.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
9.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
9.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
9.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
9.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
9.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
9.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
9.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
9.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
9.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
9.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
9.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
9.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
9.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
9.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
9.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
9.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
9.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
9.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
9.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
9.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
9.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
9.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
9.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
9.1
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
9.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
9.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
9.0
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
9.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
9.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
8.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
8.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
8.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
8.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
8.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
8.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
8.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
8.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
8.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
8.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
8.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
8.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
8.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
8.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
8.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
8.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
8.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
8.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
8.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
8.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
8.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
8.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
8.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
8.4
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
8.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
8.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
8.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
8.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
8.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
8.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
8.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
8.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
8.1
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
8.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
8.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
8.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
8.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
8.1
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
8.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
8.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
8.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
8.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
8.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
7.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
7.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
7.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
7.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
7.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
7.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
7.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
7.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
7.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
7.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
7.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
7.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
7.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
7.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
7.6
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
7.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
7.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
7.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
7.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
7.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
7.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
7.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
7.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
7.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
7.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
7.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
7.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
7.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
7.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
6.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
6.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
6.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
6.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
6.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
6.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
6.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
6.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
6.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
6.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
6.5
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
6.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
6.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
6.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
6.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
6.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
6.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
6.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
6.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
6.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
5.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
5.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
5.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
5.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
5.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
3.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 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.
MECP2 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
15.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
40.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
34.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
27.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
27.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
26.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
24.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
22.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
22.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
22.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
21.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
21.7
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
21.0
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
21.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
20.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
20.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
20.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
19.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
19.9
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
19.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
19.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
19.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
19.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
19.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
18.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
18.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
18.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
18.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
18.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
18.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
17.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
17.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
17.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
17.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
17.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
16.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
16.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
16.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
16.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
16.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
16.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
16.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
16.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
16.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.2
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
16.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
15.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
15.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
15.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
15.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
15.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
15.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
15.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
15.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
15.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
15.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
14.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
14.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
14.7
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
14.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
14.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
14.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
14.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
13.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
13.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
13.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
12.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
12.8
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
12.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
12.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
12.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
12.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
12.0
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
11.3
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
11.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
11.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
11.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
10.8
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
10.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
10.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
10.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
10.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
10.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
10.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
9.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
9.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
9.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
9.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
9.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
9.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
9.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
9.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
8.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
8.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
7.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
6.8
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 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.
MECP2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
66.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
65.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
44.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
41.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
40.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
36.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
35.9
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
32.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
32.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
32.3
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
31.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
29.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
27.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
27.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
27.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
25.8
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
25.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
25.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
24.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
23.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
23.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
23.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
22.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
22.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
22.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
22.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
21.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
21.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
21.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
21.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
20.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
20.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
20.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
20.0
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
19.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
19.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
19.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
19.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
19.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
19.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
19.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
19.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
19.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
19.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
19.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
18.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
18.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
18.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
18.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
18.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
18.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
17.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
17.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
17.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
17.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
17.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
17.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
16.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
16.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
16.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
15.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
15.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
15.7
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
15.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
15.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
15.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
15.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
15.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
15.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
15.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
15.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
14.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
14.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
14.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
14.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
14.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
14.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
14.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
14.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
14.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
14.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
14.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
14.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
13.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
13.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
13.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
13.7
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
13.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
13.4
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
13.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
13.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
12.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
12.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
12.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
12.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
12.5
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
12.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
12.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
12.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
12.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
12.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
12.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
11.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
11.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
11.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
11.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
11.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
11.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
11.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
11.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
11.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
11.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
11.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
11.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
11.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
11.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
11.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
11.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
10.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
10.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
10.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
10.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
10.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
10.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
10.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
10.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
10.4
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
10.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
10.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
10.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
10.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.0
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
10.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
10.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
10.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
9.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
9.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
9.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
9.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
9.7
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
9.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
9.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
9.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
9.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
9.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
9.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
9.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
9.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
9.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
9.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
9.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
9.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
9.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
9.2
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
9.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
9.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
9.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
9.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
9.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
8.9
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
8.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
8.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
8.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
8.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
8.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
8.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
8.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
8.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
8.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
8.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
8.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
8.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
8.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
8.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
8.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
8.4
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
8.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
8.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
8.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
8.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
8.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
8.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
8.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
8.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
8.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
8.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
8.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
8.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
7.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
7.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
7.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
7.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
7.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
7.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
7.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
7.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
7.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
7.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
7.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
7.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
7.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
7.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
7.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
7.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
7.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
7.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
7.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
7.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
7.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
7.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
7.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
7.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
6.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
6.9
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
6.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
6.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
6.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
6.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
6.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
6.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
6.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
6.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
6.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
6.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
6.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
6.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
6.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
6.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
6.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
6.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
6.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
6.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
6.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
6.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
6.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
6.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
6.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
6.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
6.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
5.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
5.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
5.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
5.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
5.7
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
5.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
5.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
5.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
5.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
5.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
5.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
5.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
5.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
5.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
5.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
4.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
4.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
4.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
4.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
4.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
4.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
4.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
4.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.9
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
3.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
3.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
1.5
CPT0078660003
Tumor
0.9
CPT0077490003
Tumor
0.8
CPT0088760003
Tumor
0.7
CPT0077320001
Normal
0.6
CPT0010160003
Tumor
0.6
CPT0079480003
Tumor
0.6
CPT0088550004
Tumor
0.6
CPT0088970003
Tumor
0.5
CPT0006440003
Tumor
0.5
CPT0079510001
Normal
0.5
CPT0009000003
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0024680001
Normal
0.4
CPT0025170003
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0069010001
Normal
0.4
CPT0086870003
Tumor
0.4
CPT0075720003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0069000003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0065690003
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0025350003
Tumor
0.3
CPT0086950003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0065820001
Normal
0.3
CPT0063320003
Tumor
0.3
CPT0012080003
Tumor
0.2
CPT0077500001
Normal
0.2
CPT0069190001
Normal
0.2
CPT0010120001
Normal
0.2
CPT0014370004
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0012290003
Normal
0.2
CPT0081990003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0075570001
Normal
0.2
CPT0079300001
Normal
0.2
CPT0078530001
Normal
0.2
CPT0015810003
Tumor
0.2
CPT0086970003
Normal
0.2
CPT0075170001
Normal
0.2
CPT0012090003
Normal
0.2
CPT0088570001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0006630003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0001510001
Normal
0.2
CPT0026410003
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0023360001
Normal
0.1
CPT0017410003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0002370001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0025290003
Tumor
0.1
CPT0011240003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0076350001
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0026420001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0076330003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0000870016
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0012640003
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0001180009
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0088630003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0025060001
Normal
0.1
CPT0025610001
Normal
0.1
CPT0020120003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0020130001
Normal
0.1
CPT0025580004
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0077140001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0077110003
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0014130001
Normal
0.0
CPT0023690003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0079380003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0001190001
Normal
0.0
CPT0015910003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0001540009
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0065430003
Tumor
0.0
CPT0092740003
Normal
0.0
CPT0089480003
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0075130003
Tumor
-0.1
CPT0012570003
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0015730003
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0006900003
Tumor
-0.1
CPT0086820003
Tumor
-0.1
CPT0014450004
Tumor
-0.1
CPT0063640001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0088480003
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0001500009
Tumor
-0.1
CPT0086830003
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0069160003
Tumor
-0.1
CPT0006530001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0065870003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0092290003
Tumor
-0.1
CPT0064400001
Normal
-0.1
CPT0006730001
Normal
-0.2
CPT0065810003
Tumor
-0.2
CPT0018250001
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0012180003
Tumor
-0.2
CPT0084560003
Tumor
-0.2
CPT0023710001
Normal
-0.2
CPT0007320003
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0075560003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0078840001
Normal
-0.2
CPT0014160003
Tumor
-0.2
CPT0088690003
Tumor
-0.2
CPT0002270011
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0001260009
Tumor
-0.3
CPT0012670003
Tumor
-0.3
CPT0010110003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0012550003
Tumor
-0.3
CPT0012770003
Normal
-0.3
CPT0017450001
Normal
-0.3
CPT0009060003
Tumor
-0.3
CPT0086370003
Normal
-0.3
CPT0081880003
Tumor
-0.3
CPT0012280003
Tumor
-0.3
CPT0000660001
Normal
-0.4
CPT0064370003
Tumor
-0.4
CPT0001340003
Tumor
-0.4
CPT0078800003
Tumor
-0.5
CPT0078510003
Tumor
-0.6
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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.