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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.
MNAT1 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
19.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
41.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
36.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
36.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
35.1
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
33.6
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
32.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
32.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
30.5
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
29.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
27.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
27.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
26.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
26.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
26.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
24.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
23.6
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
22.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
22.1
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
21.7
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
21.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
21.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
20.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
20.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
19.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
19.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
19.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
19.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
19.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
19.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
19.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
18.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
18.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
18.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
18.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
18.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
18.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
17.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
17.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
16.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
16.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
16.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
16.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
16.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
16.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
16.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
15.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
14.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
14.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
14.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
14.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
13.8
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
13.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
12.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
12.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
12.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
11.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
11.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
11.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
10.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
10.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
9.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
9.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
8.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 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.
MNAT1 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
15.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
58.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
41.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
39.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
34.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
34.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
31.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
31.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
30.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
29.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
29.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
29.2
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
28.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
28.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
28.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
28.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
27.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
27.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
26.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
26.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
26.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
26.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
26.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
25.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
25.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
25.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
25.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
25.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
25.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
25.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
24.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
24.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
24.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
24.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
24.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
24.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
24.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
24.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
23.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
23.8
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
23.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
23.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
23.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
23.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
23.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
23.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
23.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
23.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
23.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
23.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
22.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
22.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
22.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
22.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
22.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
22.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
22.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
22.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
22.2
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
22.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
22.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
22.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
22.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
22.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
22.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
21.9
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
21.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
21.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
21.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
21.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
21.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
21.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
21.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
21.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
21.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
21.1
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
21.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
20.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
20.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
20.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
20.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
20.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
20.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
20.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
20.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
20.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
20.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
20.4
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
20.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
20.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
20.1
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
20.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
20.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
20.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
19.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
19.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
19.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
19.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
19.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
19.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
19.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
19.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
19.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
19.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
19.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
19.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
19.4
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
19.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
19.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
19.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
19.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
19.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
19.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
19.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
19.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
19.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
19.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
19.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
19.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
19.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
18.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
18.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
18.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
18.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
18.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
18.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
18.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
18.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
18.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
18.5
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
18.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
18.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
18.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
18.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
18.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
18.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
18.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
18.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
18.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
18.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
18.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
18.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
18.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
18.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
18.2
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
18.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
18.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
18.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
18.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
18.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
17.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
17.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
17.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
17.9
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
17.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
17.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
17.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
17.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
17.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
17.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
17.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
17.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
17.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
17.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
17.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
17.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
17.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
17.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
17.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
17.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
17.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
17.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
17.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
17.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
17.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
17.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
17.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
17.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
17.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
17.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
17.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
17.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
17.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
17.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
17.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
17.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
16.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
16.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
16.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
16.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
16.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
16.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
16.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
16.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
16.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
16.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
16.7
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
16.7
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
16.6
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
16.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
16.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
16.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
16.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
16.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
16.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
16.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
16.5
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
16.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
16.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
16.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
16.4
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
16.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
16.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
16.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
16.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
16.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
16.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
16.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
16.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
16.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
15.9
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
15.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
15.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
15.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
15.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
15.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
15.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
15.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
15.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
15.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
15.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
15.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
15.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
15.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
15.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
15.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
15.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
15.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
15.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
15.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
15.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
15.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
15.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
15.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
14.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
14.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
14.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
14.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
14.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
14.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
14.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
14.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
14.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
14.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
14.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
14.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
14.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
14.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
14.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
14.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
14.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
14.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
14.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
14.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
14.4
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
14.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
14.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
14.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
14.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
14.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
14.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
14.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
14.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
14.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
14.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
14.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
13.9
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
13.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
13.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
13.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
13.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
13.9
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
13.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
13.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
13.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
13.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
13.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
13.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
13.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
13.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
13.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
13.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
13.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
13.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
13.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
13.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
13.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
13.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
13.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
13.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
13.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
13.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
13.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
13.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
13.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
13.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
13.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
13.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
13.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
13.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
13.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
13.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
13.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
13.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
13.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
13.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
13.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
12.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
12.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
12.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
12.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
12.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
12.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
12.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
12.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
12.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
12.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
12.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.5
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
12.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
12.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
12.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
12.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
12.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
12.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
12.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
12.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
12.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
12.1
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
12.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
12.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
12.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
12.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
12.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
12.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
12.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
12.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
11.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
11.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
11.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
11.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
11.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
11.8
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
11.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
11.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
11.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
11.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
11.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
11.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
11.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
11.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
11.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
11.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
11.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
11.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
11.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
11.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
11.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
11.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
11.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
11.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
11.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
11.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
11.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
11.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
11.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
11.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
11.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
11.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
11.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
11.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
11.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
11.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
11.0
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
11.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
11.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
10.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
10.9
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
10.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
10.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
10.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
10.9
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
10.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
10.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
10.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
10.7
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
10.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
10.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
10.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
10.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
10.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
10.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
10.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
10.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
10.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
10.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
10.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
10.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
10.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
9.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
9.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
9.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
9.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
9.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
9.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
9.8
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
9.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
9.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
9.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
9.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
9.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
9.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
9.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
9.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
9.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
9.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
9.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
9.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
9.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
9.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
9.1
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
9.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
8.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
8.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
8.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
8.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
8.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
8.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
8.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
8.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
8.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
8.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
8.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
8.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
8.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
8.2
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
8.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
7.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
7.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
7.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
7.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
7.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
7.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
7.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
7.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
7.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
7.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
7.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
7.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
7.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
7.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
6.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
6.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
6.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
6.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
6.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
6.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
6.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
6.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.3
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
6.3
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
6.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
6.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
6.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
6.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
5.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
5.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
5.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
5.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
5.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
5.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
5.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
5.3
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
5.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
4.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
4.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
4.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
4.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
3.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 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.
MNAT1 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
16.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
27.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
26.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
26.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
26.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
25.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
25.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
25.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
25.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
24.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
24.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
24.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
23.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
23.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
23.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
23.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
22.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
22.4
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
22.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
22.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
22.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
21.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
21.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
21.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
21.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
21.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
21.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
20.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
20.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
20.2
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
20.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
20.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
19.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
19.1
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
19.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
18.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
18.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
18.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
18.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
18.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
17.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
17.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
17.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
17.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
17.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
17.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
16.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
16.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
16.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
16.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
16.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
16.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
15.8
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
15.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
15.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
14.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
14.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
14.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
14.2
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
14.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
13.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
13.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
13.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
13.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
12.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
11.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
11.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
11.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
11.6
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
11.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
11.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
11.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
11.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
11.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
11.1
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
11.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
10.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
10.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
10.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
10.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
10.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
10.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
9.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
9.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
9.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
9.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
9.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
9.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
9.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
8.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
8.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
6.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
6.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
MNAT1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
36.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
32.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
31.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
31.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
30.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
30.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
27.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
26.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
26.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
26.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
25.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
25.0
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
24.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
24.8
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
24.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
24.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
24.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
24.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
24.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
24.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
24.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
23.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
23.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
23.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
23.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
23.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
22.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
22.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
22.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
21.8
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
21.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
21.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
21.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
21.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
21.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
21.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
21.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
21.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
20.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
20.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
20.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
20.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
20.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
20.3
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
20.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
20.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
19.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
19.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
19.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
19.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
19.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
19.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
18.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
18.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
18.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
18.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
18.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
18.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
18.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
18.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
17.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
17.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
17.5
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
17.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
17.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
17.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
17.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
17.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
17.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
16.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
16.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
16.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
16.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
16.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
16.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
16.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
16.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
16.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
16.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
16.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
16.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
16.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
15.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
15.9
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
15.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
15.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
15.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
15.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
15.5
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
15.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
15.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
15.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
15.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
15.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
15.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
15.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
15.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
15.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
15.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
15.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
15.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
15.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
15.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
15.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
15.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
15.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
15.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
15.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
14.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
14.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
14.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
14.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
14.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
14.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
14.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
14.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
14.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
14.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
14.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
14.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
14.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
14.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
14.1
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
14.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
14.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
14.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
13.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
13.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
13.8
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
13.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
13.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
13.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
13.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
13.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
13.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
13.4
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
13.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
13.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
13.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
13.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
13.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
13.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
13.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
13.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
12.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
12.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
12.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
12.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
12.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
12.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
12.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
12.6
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
12.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
12.4
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
12.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
12.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
12.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
12.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
12.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
12.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
12.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
11.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
11.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
11.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
11.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
11.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
11.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
11.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
11.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
11.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
11.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
11.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
11.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
11.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
11.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
10.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
10.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
10.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
10.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
10.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
10.8
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
10.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
10.7
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
10.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
10.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10.6
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
10.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
10.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
10.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
10.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
10.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
10.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
10.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
9.8
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
9.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
9.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
9.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
9.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
9.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
9.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
9.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
9.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
9.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
8.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
8.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
8.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
8.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
8.7
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
8.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
8.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
8.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
8.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
8.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
8.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
8.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
7.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
7.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
7.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
7.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
7.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
7.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
7.1
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
7.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
6.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
6.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
6.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
6.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
6.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
6.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
5.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
5.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
5.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
5.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
5.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
5.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
5.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
5.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
5.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
5.3
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
5.2
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
5.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
4.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
4.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
4.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
4.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
4.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
3.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
2.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
2.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
2.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0012180003
Tumor
0.7
CPT0086950003
Tumor
0.7
CPT0076330003
Tumor
0.5
CPT0026410003
Tumor
0.4
CPT0014160003
Tumor
0.4
CPT0009060003
Tumor
0.4
CPT0010160003
Tumor
0.4
CPT0012900004
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0084560003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0079410003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0017410003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0001270001
Normal
0.2
CPT0088480003
Tumor
0.2
CPT0007470001
Normal
0.2
CPT0001180009
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0001340003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0092740003
Normal
0.2
CPT0078990003
Tumor
0.2
CPT0082010001
Normal
0.2
CPT0077490003
Tumor
0.2
CPT0023360001
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0077310003
Tumor
0.1
CPT0092800003
Normal
0.1
CPT0019130003
Tumor
0.1
CPT0001540009
Tumor
0.1
CPT0014350001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0011240003
Tumor
0.1
CPT0078840001
Normal
0.1
CPT0007860003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0025060001
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0007320003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0088920001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0069160003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0088550004
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0014470001
Normal
0.1
CPT0020020001
Normal
0.0
CPT0088500001
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0076350001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0081600003
Tumor
0.0
CPT0066480003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0001510001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0012570003
Normal
0.0
CPT0010120001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0075170001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0017450001
Normal
0.0
CPT0006730001
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0006630003
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0087050003
Normal
0.0
CPT0007870001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0013790003
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0009080003
Normal
-0.1
CPT0078940001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0064400001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0019990003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0001230001
Normal
-0.1
CPT0020130001
Normal
-0.1
CPT0021240003
Tumor
-0.1
CPT0069000003
Tumor
-0.1
CPT0012640003
Normal
-0.1
CPT0012550003
Tumor
-0.1
CPT0000870016
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0002370001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0086360003
Tumor
-0.1
CPT0086970003
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0077140001
Normal
-0.1
CPT0086030003
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0088970003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0078660003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0066520001
Normal
-0.1
CPT0092790003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0081880003
Tumor
-0.1
CPT0000790001
Normal
-0.1
CPT0011410003
Tumor
-0.2
CPT0001550001
Normal
-0.2
CPT0075720003
Tumor
-0.2
CPT0065450001
Normal
-0.2
CPT0025880003
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0078510003
Tumor
-0.2
CPT0063330001
Normal
-0.2
CPT0065930003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0025110003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0063320003
Tumor
-0.3
CPT0025290003
Tumor
-0.3
CPT0086820003
Tumor
-0.3
CPT0079180003
Tumor
-0.3
CPT0065690003
Tumor
-0.4
CPT0065810003
Tumor
-0.4
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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
