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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.
MGAT5 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
10.3
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
30.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
25.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
20.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
20.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
19.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
18.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
18.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
18.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
16.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
15.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
15.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
14.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
14.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
14.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
13.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
13.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
13.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
13.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
12.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
12.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
11.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
11.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
11.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
11.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
10.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
10.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
10.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
10.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
9.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
9.5
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
9.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
9.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
9.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
9.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
8.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
8.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
8.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
8.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
8.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
7.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
7.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
7.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
7.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
7.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
6.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
6.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
6.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
5.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
4.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
4.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
4.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
4.4
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
4.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
3.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
3.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
2.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
2.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
2.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
MGAT5 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
59.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
58.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
31.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
25.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
25.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
24.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
24.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
24.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
24.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
24.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
24.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
23.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
23.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
23.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
23.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
23.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
23.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
23.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
22.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
22.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
22.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
22.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
22.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
22.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
22.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
22.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
21.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
21.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
21.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
21.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
21.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
20.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
20.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
20.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
20.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
20.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
20.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
20.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
20.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
20.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
20.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
20.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
19.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
19.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
19.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
19.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
19.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
19.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
19.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
19.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
19.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
19.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
19.1
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
19.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
18.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
18.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
18.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
18.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
18.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
18.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
18.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
18.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
18.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
18.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
18.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
18.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
18.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
18.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
18.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
17.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
17.8
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
17.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
17.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
17.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
17.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
17.4
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
17.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
17.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
17.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
17.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
17.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
17.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
17.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
17.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
17.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
16.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
16.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
16.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
16.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
16.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
16.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
16.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
16.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
16.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
16.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
16.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
16.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
16.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
16.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
16.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
16.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
16.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
16.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
16.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
15.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
15.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
15.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
15.7
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
15.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
15.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
15.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
15.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
15.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
15.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
15.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
15.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
15.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
15.4
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
15.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
15.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
15.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
15.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
15.2
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
15.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
14.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
14.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
14.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
14.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
14.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
14.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
14.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
14.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
14.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
14.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
14.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
14.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
14.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
14.5
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
14.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
14.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
14.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
14.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
14.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
14.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
14.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
14.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
14.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
14.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
14.1
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
14.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
14.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
14.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
14.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
13.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
13.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
13.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
13.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
13.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
13.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
13.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
13.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
13.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
13.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
13.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
13.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
13.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
13.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
13.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
13.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
13.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
13.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
13.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
13.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
13.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
13.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
13.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
13.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
13.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
13.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
13.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
13.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
13.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
13.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
13.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
13.0
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
12.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
12.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
12.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
12.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
12.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
12.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
12.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
12.6
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
12.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
12.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
12.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
12.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
12.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
12.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
12.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
12.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
12.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
12.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
12.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
12.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
12.3
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
12.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
12.3
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
12.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
12.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
12.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
12.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
12.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
12.0
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
12.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
11.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
11.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
11.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
11.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
11.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
11.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
11.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
11.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
11.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
11.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
11.5
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
11.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
11.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
11.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
11.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
11.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
11.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
11.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
11.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
11.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
11.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
11.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
11.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
11.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
11.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
11.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
10.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
10.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
10.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
10.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
10.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
10.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
10.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
10.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
10.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
10.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
10.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
10.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
10.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
10.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
10.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
10.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
10.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
10.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
10.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
10.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
10.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
10.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
10.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
10.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
10.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
10.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
10.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
10.3
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
10.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
10.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
10.2
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
10.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
10.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
10.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
10.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
10.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
10.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
9.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
9.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
9.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
9.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
9.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
9.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
9.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
9.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
9.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
9.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
9.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
9.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
9.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
9.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
9.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
9.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
9.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
9.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
9.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
9.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
9.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
9.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
9.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
9.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
9.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
9.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
9.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
9.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
9.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
9.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
9.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
9.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
9.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
9.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
9.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
9.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
9.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
9.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
9.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
9.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
9.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
8.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
8.8
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
8.8
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
8.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
8.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
8.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
8.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
8.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
8.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
8.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
8.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
8.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
8.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
8.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
8.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
8.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
8.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
8.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
8.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
8.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
8.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
8.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
7.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
7.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
7.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
7.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
7.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
7.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
7.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
7.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
7.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
7.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
7.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
7.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
7.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
7.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
7.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
7.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
7.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
7.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
7.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
7.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
7.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
7.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
7.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
7.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
7.0
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
7.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
6.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
6.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
6.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
6.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
6.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
6.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
6.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
6.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
6.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
6.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
6.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6.5
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
6.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
6.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
6.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
6.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
6.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
6.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
6.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.4
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
6.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
6.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
6.3
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
6.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
6.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
6.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
6.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
6.2
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
6.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
6.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
6.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
6.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
6.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
6.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
6.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
5.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
5.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
5.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
5.9
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
5.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
5.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
5.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
5.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
5.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
5.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
5.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
5.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
5.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
5.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
5.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
5.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
5.5
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
5.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
5.5
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
5.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
5.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
5.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
5.4
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
5.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
5.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
5.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
5.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
5.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
5.1
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
5.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
5.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
5.1
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
5.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
5.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
4.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
4.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
4.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
4.9
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
4.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
4.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
4.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
4.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
4.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
4.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
4.4
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
4.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
4.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
4.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
4.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
4.2
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
4.2
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
4.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
4.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
4.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
4.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
4.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
3.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
3.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
3.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
3.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
3.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
3.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
3.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
3.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
3.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
3.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
3.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
3.4
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
3.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
3.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
3.2
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
3.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
3.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
3.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
3.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
2.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
2.9
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
2.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
2.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
2.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.6
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
2.4
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
2.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
2.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
1.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
1.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MGAT5 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
13.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
28.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
26.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
26.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
23.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
21.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
21.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
20.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
20.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
20.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
20.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
20.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
20.0
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
19.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
19.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
19.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
18.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
18.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
18.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
18.1
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
18.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
17.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
17.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
17.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
17.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
16.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
16.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
16.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
15.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
15.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.6
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
15.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
15.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
15.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
14.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
14.8
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
14.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
14.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
14.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
14.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
14.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
13.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
13.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
13.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
13.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
13.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
13.1
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
13.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
13.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
12.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
12.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
12.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
12.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
12.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
11.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
11.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
11.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
11.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
11.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
11.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
10.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
10.7
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
10.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
10.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
10.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
10.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
10.5
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
10.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
9.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
9.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
9.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
9.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
8.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
8.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
8.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
8.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
8.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
8.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
7.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
7.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
7.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
7.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
6.9
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
6.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
6.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
6.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
6.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
6.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
6.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
6.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
6.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
6.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
6.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
5.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
5.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
4.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
3.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
3.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MGAT5 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
36.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
36.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
35.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
30.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
24.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
23.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
23.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
22.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
21.8
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
19.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
19.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
19.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
19.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
19.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
18.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
17.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
17.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
17.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
17.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
16.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
15.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
15.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
15.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
15.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
15.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
14.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
14.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
14.0
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
13.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
13.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
13.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
13.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
13.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
13.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
13.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
13.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
12.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
12.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
12.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
12.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
12.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
12.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
12.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
11.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
11.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
11.6
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
11.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
11.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
11.2
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
11.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
11.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
11.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
11.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
10.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
10.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
10.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
10.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
10.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
10.6
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
10.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
10.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
10.4
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
10.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
10.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
10.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
10.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
10.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
9.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
9.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
9.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
9.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
9.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
9.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
9.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
9.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
9.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
9.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
9.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
9.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
9.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
9.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
9.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
9.1
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
9.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
9.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
9.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
9.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
9.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
8.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
8.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
8.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
8.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
8.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
8.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
8.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
8.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
8.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
8.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
8.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
8.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
8.5
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
8.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
8.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
8.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
8.3
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
8.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
8.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
8.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
8.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
8.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
8.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
8.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
8.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
8.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
8.1
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
8.0
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
8.0
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
7.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
7.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
7.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
7.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
7.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
7.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
7.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
7.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
7.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
7.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
7.6
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
7.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
7.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
7.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
7.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
7.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
7.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
7.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
7.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
7.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
7.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
7.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
7.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
7.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
7.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
7.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
7.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
7.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
7.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
6.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
6.9
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
6.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
6.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
6.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
6.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
6.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
6.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
6.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
6.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
6.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
6.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
6.4
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
6.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
6.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
6.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
6.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
6.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
6.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
6.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
6.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
6.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
6.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
6.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
6.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
6.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
5.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
5.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
5.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
5.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
5.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
5.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
5.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
5.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
5.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
5.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
5.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
5.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
5.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
5.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
5.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
5.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
5.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
5.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
5.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
5.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
5.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
5.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
5.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
5.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
5.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
4.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
4.9
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
4.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
4.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
4.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
4.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
4.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
4.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
4.7
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
4.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
4.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
4.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
4.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
4.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
4.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
4.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
4.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
4.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
4.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
4.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
4.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
4.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
4.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
4.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
4.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
4.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
4.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
4.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
4.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
4.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
3.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
3.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
3.9
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
3.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
3.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
3.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
3.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
3.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
3.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
3.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
3.7
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
3.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
3.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
3.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
3.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
3.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
3.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
3.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
3.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
3.1
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
3.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
3.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
3.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
3.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
3.0
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
2.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
2.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
2.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
2.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
2.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
2.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
2.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
2.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
2.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
2.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
2.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
2.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
2.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
2.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
1.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
1.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.8
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0084560003
Tumor
1.4
CPT0076330003
Tumor
1.3
CPT0078840001
Normal
1.1
CPT0006630003
Tumor
0.6
CPT0001270001
Normal
0.6
CPT0014370004
Tumor
0.5
CPT0063630003
Tumor
0.5
CPT0010120001
Normal
0.4
CPT0077310003
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0066470004
Tumor
0.3
CPT0077500001
Normal
0.3
CPT0069000003
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0002270011
Tumor
0.3
CPT0088640003
Normal
0.3
CPT0089460004
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0023360001
Normal
0.2
CPT0019990003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0014350001
Normal
0.2
CPT0077140001
Normal
0.2
CPT0087050003
Normal
0.2
CPT0088970003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0019160001
Normal
0.2
CPT0092800003
Normal
0.2
CPT0002350011
Tumor
0.2
CPT0007860003
Tumor
0.1
CPT0089480003
Normal
0.1
CPT0079410003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0076350001
Normal
0.1
CPT0069010001
Normal
0.1
CPT0023350003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0092790003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0086370003
Normal
0.1
CPT0023710001
Normal
0.1
CPT0079430001
Normal
0.1
CPT0020020001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0026410003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0026420001
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0079000001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0088710001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0006440003
Tumor
-0.1
CPT0084590001
Normal
-0.1
CPT0075560003
Tumor
-0.1
CPT0077320001
Normal
-0.2
CPT0025580004
Tumor
-0.2
CPT0081620001
Normal
-0.2
CPT0088690003
Tumor
-0.2
CPT0019130003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0086360003
Tumor
-0.3
CPT0063640001
Normal
-0.3
CPT0006950001
Normal
-0.3
CPT0023690003
Tumor
-0.3
CPT0025610001
Normal
-0.3
CPT0025920001
Normal
-0.3
CPT0065810003
Tumor
-0.3
CPT0010110003
Tumor
-0.4
CPT0001500009
Tumor
-0.4
CPT0078830003
Tumor
-0.4
CPT0078990003
Tumor
-0.6
CPT0077490003
Tumor
-0.7
CPT0006900003
Tumor
-0.8
CPT0000790001
Normal
N/A
CPT0088570001
Normal
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0092190003
Normal
N/A
CPT0088550004
Tumor
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
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088500001
Normal
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014470001
Normal
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
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0001190001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0065430003
Tumor
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
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
