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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.
GMNN 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
7.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
33.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
30.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
18.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
16.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
15.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
13.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
12.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
11.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
10.7
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
10.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
10.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
9.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
9.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
9.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
9.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
8.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
8.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
8.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
8.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
8.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
8.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
8.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
8.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
7.9
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
7.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
7.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
7.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
7.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
7.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
7.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
7.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
6.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
6.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
6.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
6.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
5.8
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
5.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
5.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
5.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
5.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
5.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
5.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
5.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
5.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
4.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
4.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
4.1
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
4.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
3.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
3.4
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
3.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
3.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
3.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
2.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
2.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
2.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
2.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 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.
GMNN is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
44.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
44.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
33.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
32.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
31.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
30.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
30.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
30.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
29.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
27.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
25.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
24.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
24.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
24.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
24.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
23.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
23.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
23.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
23.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
23.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
23.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
22.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
22.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
22.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
22.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
21.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
21.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
21.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
21.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
21.4
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
21.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
21.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
20.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
20.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
20.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
20.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
20.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
20.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
20.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
20.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
20.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
20.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
20.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
20.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
20.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
20.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
20.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
19.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
19.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
19.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
19.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
19.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
19.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
19.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
19.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
19.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
19.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
19.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
19.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
19.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
19.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
19.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
19.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
19.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
18.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
18.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
18.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
18.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
18.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
18.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
18.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
18.7
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
18.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
18.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
18.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
18.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
18.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
18.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
18.4
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
18.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
18.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
18.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
18.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
18.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
18.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
18.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
17.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
17.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
17.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
17.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
17.6
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
17.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
17.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
17.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
17.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
17.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
17.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
17.2
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
17.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
17.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
17.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
17.1
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
17.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
17.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
17.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
16.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
16.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
16.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
16.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
16.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
16.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
16.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
16.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
16.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
16.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
16.7
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
16.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
16.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
16.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
16.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
16.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
16.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
16.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
16.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
16.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
16.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
16.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
16.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
16.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
16.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
15.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
15.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
15.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
15.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
15.9
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
15.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
15.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
15.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
15.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
15.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
15.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
15.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
15.6
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
15.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
15.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
15.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
15.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
15.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
15.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
15.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
15.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
15.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
15.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
15.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
15.2
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
15.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
15.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
15.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
15.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
15.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
14.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
14.9
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
14.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
14.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
14.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
14.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
14.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
14.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
14.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
14.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
14.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
14.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
14.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
14.5
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
14.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
14.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
14.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
14.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
14.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
14.4
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
14.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
14.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
14.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
14.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
14.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
14.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
14.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
14.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
14.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
14.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
14.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
14.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
14.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
14.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
14.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
14.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
14.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
14.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
13.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
13.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
13.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
13.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
13.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
13.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
13.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
13.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
13.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
13.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
13.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
13.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
13.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
13.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
13.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
13.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
13.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
13.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
13.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
13.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
13.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
13.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
13.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
13.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
13.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
13.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
13.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
13.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
13.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
13.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
13.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
13.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
13.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
13.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
13.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
13.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
13.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
13.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
13.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
13.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
13.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
12.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
12.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
12.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
12.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
12.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
12.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
12.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
12.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
12.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
12.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
12.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
12.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
12.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
12.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
12.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
12.5
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
12.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
12.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
12.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
12.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
12.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
12.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
12.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
12.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
12.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
12.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
12.2
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
12.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
12.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
12.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
12.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
12.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
12.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
12.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
12.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
12.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
11.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
11.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
11.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
11.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
11.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
11.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
11.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
11.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
11.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
11.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
11.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
11.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
11.6
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
11.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
11.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
11.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
11.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
11.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
11.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
11.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
11.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
11.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
11.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
11.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
11.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
11.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
11.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
11.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
11.2
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
11.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
11.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
11.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
11.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
11.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
11.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
11.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
10.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
10.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
10.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
10.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
10.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
10.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
10.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
10.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
10.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
10.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
10.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
10.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
10.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
10.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
10.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
10.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
10.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
10.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
10.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
10.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
10.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
10.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
10.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
10.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
10.3
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
10.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
10.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
10.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
10.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
10.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
10.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
10.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
10.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
10.1
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
10.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
10.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
10.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
9.9
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
9.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
9.9
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
9.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
9.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
9.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
9.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
9.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
9.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
9.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
9.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
9.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
9.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
9.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
9.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
9.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
9.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
9.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
9.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
9.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
9.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
9.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
9.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
9.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
9.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
9.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
9.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
9.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
9.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
9.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
9.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
9.0
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
9.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
8.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
8.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
8.9
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
8.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
8.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
8.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
8.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
8.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
8.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
8.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
8.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
8.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
8.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
8.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
8.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
8.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
8.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
8.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
8.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
8.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
8.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
8.3
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
8.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
8.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
8.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
8.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
8.1
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
8.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
8.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
8.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
8.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
7.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
7.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
7.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
7.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
7.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
7.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
7.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
7.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
7.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
7.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
7.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
7.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
7.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
7.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
7.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
7.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
7.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
7.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
7.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
7.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
7.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
7.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
7.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
7.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
7.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
7.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
7.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
6.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
6.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
6.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
6.9
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
6.8
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
6.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
6.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
6.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
6.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
6.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
6.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
6.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
6.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
6.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
6.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
6.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
6.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
6.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
5.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
5.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
5.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
5.7
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
5.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
5.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
5.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
5.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
5.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
4.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
4.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
4.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
4.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
4.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
3.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
3.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
3.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
3.1
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
2.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
2.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 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.
GMNN 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
17.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
41.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
36.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
33.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
33.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
32.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
31.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
28.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
25.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
24.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
24.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
24.0
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
23.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
23.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
23.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
22.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
22.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
22.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
22.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
22.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
21.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
21.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
21.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
21.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
21.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.4
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
19.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
19.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
19.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
18.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
18.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
18.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
18.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
18.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
18.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
18.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
18.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
18.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
17.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
17.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
17.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
17.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
17.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
17.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
16.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
16.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
16.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
16.7
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
16.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
16.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
16.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
16.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
16.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
16.1
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
16.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
16.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
15.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
15.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
15.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
15.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
15.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
14.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
14.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
14.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
14.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
14.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
14.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
13.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
13.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
13.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
13.1
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
13.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
12.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
12.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
12.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
12.5
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
12.4
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
12.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
12.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
11.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
11.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
11.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
11.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
10.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
10.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
10.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
9.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
9.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
9.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
9.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
8.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
8.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
7.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
6.1
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.
GMNN is potential prognostic, high expression is unfavorable 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
10.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
57.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
35.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
32.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
31.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
31.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
28.1
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
27.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
26.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
26.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
25.5
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
25.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
25.2
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
24.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
24.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
23.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
22.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
22.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
21.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
21.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
21.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
21.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
20.4
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
20.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
20.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
19.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
19.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
19.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
19.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
18.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
18.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
18.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
17.7
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
17.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
16.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
16.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
16.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
16.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
16.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
16.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
15.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
15.5
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
15.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
14.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
14.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
14.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
14.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
14.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
14.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
14.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
13.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
13.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
13.6
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
13.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
13.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
13.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
13.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
13.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
13.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
13.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
13.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
13.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
13.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
13.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
12.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
12.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
12.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
12.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
12.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
12.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
12.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
12.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
12.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
12.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
12.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
12.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
12.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
12.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
11.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
11.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
11.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
11.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
11.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
11.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
11.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
11.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
11.2
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
11.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
11.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
11.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
10.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
10.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
10.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
10.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
10.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
10.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
10.7
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
10.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
10.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
10.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
10.6
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
10.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
10.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
10.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
10.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
10.3
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
10.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
10.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
10.0
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
10.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
9.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
9.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
9.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
9.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
9.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
9.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
9.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
9.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
9.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
9.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
9.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
9.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
9.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
9.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
9.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
9.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
9.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
9.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
9.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
9.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
8.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
8.7
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
8.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
8.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
8.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
8.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
8.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
8.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
8.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
8.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
8.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
8.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
8.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
8.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
8.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
8.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
8.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
8.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
8.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
8.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
8.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
8.2
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
8.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
8.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
8.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
7.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
7.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
7.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
7.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
7.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
7.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
7.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
7.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
7.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
7.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
7.8
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
7.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
7.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
7.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
7.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
7.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
7.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
7.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
7.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
7.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
7.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
7.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
7.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
7.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
7.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
7.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
7.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
7.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
6.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
6.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
6.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
6.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
6.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
6.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
6.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
6.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
6.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
6.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
6.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
6.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
6.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
6.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
6.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
6.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
6.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
6.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
6.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
6.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
6.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
6.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
6.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
6.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
6.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
6.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
6.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
6.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
6.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
6.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
6.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
6.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
6.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
6.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
5.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
5.9
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
5.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
5.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
5.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
5.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
5.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
5.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
5.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
5.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
5.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
5.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
5.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
5.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
5.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
5.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
5.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
5.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
5.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
5.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
5.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
4.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
4.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
4.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
4.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
4.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
4.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
4.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
4.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
3.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
3.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
3.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
3.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
3.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
3.7
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
3.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
3.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
3.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
3.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
3.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
3.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
3.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
3.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
3.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
3.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
2.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
