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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.
MAP1S 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
21.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
84.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
41.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
39.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
37.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
34.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
34.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
33.7
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
31.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
30.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
30.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
29.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
29.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
28.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
27.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
27.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
25.8
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
25.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
25.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
25.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
23.9
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
23.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
23.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
22.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
22.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
22.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
21.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
21.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
20.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
20.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
20.4
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
19.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
19.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
19.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
19.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
19.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
19.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
18.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
18.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
18.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
17.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
17.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
17.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
16.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
16.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
16.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
15.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
15.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
15.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
13.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
13.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
13.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
12.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
12.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
12.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
12.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
12.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
12.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
11.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
11.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
9.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
7.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
7.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 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.
MAP1S is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
85.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
57.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
51.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
46.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
45.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
44.1
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
43.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
43.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
42.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
42.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
40.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
40.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
40.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
40.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
40.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
39.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
39.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
38.8
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
38.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
38.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
38.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
36.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
36.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
36.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
35.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
34.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
34.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
34.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
34.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
34.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
34.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
32.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
31.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
31.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
31.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
30.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
30.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
30.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
30.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
30.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
30.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
30.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
29.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
29.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
29.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
29.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
29.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
29.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
29.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
29.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
29.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
28.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
28.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
28.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
28.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
28.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
28.1
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
27.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
27.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
27.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
27.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
27.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
27.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
27.4
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
27.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
27.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
27.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
27.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
26.9
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
26.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
26.5
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
26.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
26.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
26.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
26.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
26.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
26.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
25.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
25.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
25.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
25.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
25.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
25.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
25.2
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
25.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
25.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
24.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
24.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
24.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
24.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
24.7
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
24.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
24.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
24.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
24.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
24.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
24.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
24.1
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
24.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
24.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
24.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
23.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
23.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
23.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
23.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
23.7
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
23.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
23.6
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
23.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
23.4
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
23.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
23.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
23.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
22.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
22.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
22.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
22.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
22.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
22.6
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
22.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
22.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
22.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
22.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
22.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
22.2
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
22.2
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
22.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
22.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
22.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
22.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
21.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
21.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
21.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
21.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
21.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
21.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
21.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
21.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
21.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
21.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
21.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
21.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
21.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
21.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
21.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
21.3
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
21.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
21.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
21.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
21.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
20.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
20.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
20.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
20.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
20.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
20.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
20.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
20.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
20.4
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
20.4
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
20.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
20.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
20.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
20.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
20.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
20.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
20.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
20.2
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
20.2
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
20.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
20.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
20.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
20.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
20.1
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
19.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
19.9
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
19.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
19.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
19.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
19.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
19.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
19.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
19.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
19.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
19.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
19.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
19.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
19.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
19.2
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
19.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
19.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
19.0
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
19.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
19.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
18.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
18.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
18.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
18.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
18.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
18.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
18.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
18.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
18.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
18.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
18.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
18.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
18.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
18.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
18.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
18.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
18.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
18.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
18.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
18.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
18.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
17.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
17.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
17.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
17.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
17.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
17.7
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
17.7
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
17.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
17.7
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
17.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
17.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
17.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
17.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
17.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
17.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
17.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
17.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
17.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
17.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
17.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
17.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
17.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
17.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
17.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
17.1
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
17.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
17.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
17.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
17.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
17.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
17.0
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
17.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
16.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
16.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
16.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
16.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
16.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
16.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
16.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
16.7
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
16.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
16.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
16.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
16.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
16.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
16.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
16.4
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
16.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
16.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
16.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
16.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
16.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
16.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
16.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
16.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
16.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
16.0
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
15.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
15.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
15.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
15.9
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
15.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
15.9
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
15.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
15.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
15.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
15.8
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
15.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
15.7
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
15.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
15.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
15.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
15.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
15.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
15.4
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
15.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
15.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
15.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
15.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
15.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
15.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
15.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
15.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
15.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
15.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
15.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
15.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
15.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
15.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
15.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
15.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
15.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
15.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
15.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
14.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
14.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
14.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
14.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
14.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
14.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
14.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
14.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
14.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
14.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
14.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
14.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
14.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
14.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
14.6
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
14.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
14.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
14.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
14.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
14.5
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
14.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
14.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
14.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
14.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
14.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
14.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
14.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
14.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
14.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
14.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
14.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
13.9
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
13.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
13.9
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
13.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
13.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
13.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
13.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
13.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
13.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
13.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
13.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
13.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
13.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
13.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
13.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
13.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
13.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
13.5
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
13.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
13.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
13.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
13.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
13.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
13.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
13.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
13.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
13.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
13.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
13.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
13.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
13.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
13.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
13.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
13.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
13.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
13.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
13.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
13.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
13.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
13.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
13.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
13.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
12.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
12.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
12.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
12.8
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
12.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
12.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
12.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
12.5
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
12.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
12.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
12.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
12.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
12.3
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
12.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
12.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
12.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
12.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
12.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
12.0
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
12.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
11.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
11.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
11.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
11.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
11.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
11.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
11.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
11.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
11.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
11.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
11.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
11.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
11.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
11.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
11.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
11.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
11.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
11.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
11.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
11.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
11.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
11.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
11.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
11.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
11.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
11.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
10.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
10.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
10.9
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
10.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
10.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
10.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
10.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
10.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
10.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
10.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
10.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
10.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
10.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
10.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
10.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
10.2
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
10.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
9.9
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
9.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.8
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
9.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
9.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
9.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
9.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
9.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
9.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
9.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
9.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
9.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
9.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
9.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
9.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
9.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
9.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
9.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
9.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
9.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
9.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
8.9
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
8.8
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
8.8
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
8.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
8.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
8.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
8.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
8.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
8.5
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
8.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
8.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
8.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
8.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
8.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
8.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
8.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
7.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
7.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
7.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
7.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
7.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
7.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
7.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
7.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
7.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
7.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
6.9
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
6.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
6.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
6.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
6.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
6.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
5.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
1.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
MAP1S 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
16.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
42.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
37.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
37.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
36.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
33.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
31.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
31.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
28.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
26.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
26.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
24.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
23.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
22.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
22.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
22.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
22.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
21.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.5
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
20.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
19.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
19.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
19.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
19.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
19.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
19.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
19.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
18.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
18.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
18.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
18.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
18.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
18.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
17.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
17.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
17.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
17.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
17.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
17.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
17.1
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
16.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
16.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
16.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
16.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
16.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
16.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
16.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
16.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
16.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
16.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
15.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
15.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
15.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
15.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
15.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
15.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
15.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
15.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
14.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
14.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
14.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
14.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
14.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
14.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
14.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
14.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
14.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
14.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
13.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
13.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
13.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
13.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.3
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
13.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
13.0
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
12.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
12.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
12.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
12.5
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
12.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
12.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
12.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
12.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
11.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
11.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
10.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
9.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
9.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
9.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
9.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
8.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
7.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
6.6
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
6.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
6.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
5.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
4.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MAP1S 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
24.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
113.8
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
92.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
79.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
75.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
67.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
66.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
63.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
61.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
61.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
59.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
57.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
56.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
55.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
54.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
54.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
53.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
52.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
51.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
49.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
49.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
48.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
47.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
46.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
44.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
44.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
44.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
44.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
44.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
43.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
43.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
43.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
43.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
42.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
41.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
41.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
41.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
41.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
40.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
38.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
38.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
36.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
36.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
36.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
36.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
35.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
35.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
35.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
35.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
34.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
34.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
34.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
34.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
34.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
34.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
34.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
33.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
33.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
33.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
33.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
33.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
33.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
33.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
33.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
32.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
32.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
32.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
32.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
32.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
32.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
31.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
31.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
31.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
30.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
30.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
30.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
30.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
29.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
29.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
29.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
29.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
29.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
29.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
28.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
28.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
28.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
28.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
27.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
27.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
26.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
26.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
26.6
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
26.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
26.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
26.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
26.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
26.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
26.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
25.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
25.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
25.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
25.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
25.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
25.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
25.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
25.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
25.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
24.4
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
24.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
23.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
23.8
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
23.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
23.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
23.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
23.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
23.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
23.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
23.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
23.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
22.8
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
22.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
22.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
22.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
22.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
22.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
22.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
22.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
22.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
22.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
22.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
22.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
22.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
22.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
22.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
22.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
21.9
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
21.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
21.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
21.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
21.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
21.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
21.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
21.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
21.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
21.2
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
21.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
21.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
20.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
20.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
20.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
20.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
20.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
20.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
20.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
20.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
20.1
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
20.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
20.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
20.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
19.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
19.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
19.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
19.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
19.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
19.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
19.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
19.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
19.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
19.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
19.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
19.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
19.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
19.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
18.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
18.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
18.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
18.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
18.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
18.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
18.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
18.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
18.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
18.1
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
18.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
18.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
18.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
17.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
17.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
17.6
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
17.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
17.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
17.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
17.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
17.2
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
17.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
17.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
17.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
17.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
16.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
16.7
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
16.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
16.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
16.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
16.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
16.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
16.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
16.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
16.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
15.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
15.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
15.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
15.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
15.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
15.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
15.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
15.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
15.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
15.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
15.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
15.2
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
14.9
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
14.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
14.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
14.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
14.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
14.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
14.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
14.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
14.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
13.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
13.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
13.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
13.2
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
13.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
13.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
13.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
13.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
12.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
12.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
12.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
12.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
12.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
12.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
11.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
11.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
11.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
11.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
11.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
11.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
11.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
11.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
11.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
11.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
10.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
10.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
10.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
10.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
9.9
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
9.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
9.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
9.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
8.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
8.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
8.3
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
8.1
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
7.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
7.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
7.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
7.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
7.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
7.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
7.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
7.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
6.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
3.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078990003
Tumor
0.5
CPT0000870016
Tumor
0.5
CPT0010110003
Tumor
0.5
CPT0084560003
Tumor
0.5
CPT0092730003
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0088760003
Tumor
0.4
CPT0065870003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0076330003
Tumor
0.4
CPT0007320003
Tumor
0.4
CPT0066480003
Tumor
0.4
CPT0019130003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0000640003
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0066470004
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0025580004
Tumor
0.3
CPT0023690003
Tumor
0.3
CPT0088630003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0007860003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0081600003
Tumor
0.2
CPT0088550004
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0063320003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0075720003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0087040003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0079380003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0092290003
Tumor
0.1
CPT0079180003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0001510001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0012280003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0079510001
Normal
0.1
CPT0063630003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0077320001
Normal
0.1
CPT0077310003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0000890001
Normal
0.1
CPT0002270011
Tumor
0.1
CPT0086830003
Normal
0.1
CPT0001190001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0014160003
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0092790003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0012550003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0012640003
Normal
0.0
CPT0002370001
Normal
0.0
CPT0006440003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0009000003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0086970003
Normal
0.0
CPT0025610001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0009020003
Normal
0.0
CPT0011410003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0012370003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0092310003
Normal
0.0
CPT0014350001
Normal
0.0
CPT0025170003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0079410003
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0024670003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0001340003
Tumor
0.0
CPT0014130001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0065430003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0078660003
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0078800003
Tumor
-0.1
CPT0089480003
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0087050003
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0069010001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0092800003
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0025290003
Tumor
-0.1
CPT0023350003
Tumor
-0.2
CPT0077140001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0012670003
Tumor
-0.2
CPT0023360001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0017850003
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0088920001
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0075570001
Normal
-0.3
CPT0077500001
Normal
-0.3
CPT0013790003
Normal
-0.3
CPT0078530001
Normal
-0.3
CPT0065450001
Normal
-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
