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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.
MAPKAP1 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
48.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
118.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
101.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
98.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
86.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
82.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
76.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
71.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
71.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
68.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
66.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
66.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
64.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
63.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
62.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
62.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
61.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
60.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
60.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
59.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
58.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
57.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
54.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
52.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
52.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
52.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
51.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
50.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
49.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
48.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
48.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
48.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
48.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
48.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
47.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
47.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
47.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
45.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
44.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
43.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
43.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
41.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
41.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
39.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
38.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
37.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
37.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
36.4
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
35.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
33.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
30.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
29.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
28.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
27.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
25.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
25.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
23.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
23.5
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
22.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
22.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
21.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
20.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
20.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
16.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
MAPKAP1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
29.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
115.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
105.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
100.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
68.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
63.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
56.1
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
52.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
51.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
50.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
49.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
49.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
48.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
47.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
47.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
46.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
46.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
45.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
45.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
45.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
44.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
44.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
43.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
43.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
43.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
43.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
42.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
42.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
42.6
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
42.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
42.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
42.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
41.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
41.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
41.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
41.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
41.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
41.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
40.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
40.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
40.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
40.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
40.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
40.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
40.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
40.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
40.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
39.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
39.9
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
39.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
39.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
39.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
39.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
39.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
39.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
39.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
39.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
39.2
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
39.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
39.1
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
39.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
39.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
39.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
39.0
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
38.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
38.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
38.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
38.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
38.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
38.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
38.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
38.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
38.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
38.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
38.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
38.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
38.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
38.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
37.9
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
37.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
37.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
37.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
37.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
37.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
37.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
37.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
37.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
37.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
37.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
37.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
37.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
37.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
37.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
36.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
36.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
36.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
36.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
36.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
36.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
36.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
36.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
36.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
36.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
36.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
36.0
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
36.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
35.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
35.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
35.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
35.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
35.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
35.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
35.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
35.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
35.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
35.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
35.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
35.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
35.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
35.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
35.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
35.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
35.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
35.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
35.0
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
34.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
34.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
34.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
34.6
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
34.6
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
34.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
34.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
34.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
34.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
34.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
34.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
34.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
34.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
34.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
34.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
34.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
34.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
33.9
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
33.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
33.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
33.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
33.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
33.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
33.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
33.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
33.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
33.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
33.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
33.3
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
33.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
33.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
33.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
33.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
33.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
32.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
32.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
32.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
32.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
32.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
32.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
32.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
32.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
32.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
32.6
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
32.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
32.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
32.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
32.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
32.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
32.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
32.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
32.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
32.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
32.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
32.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
32.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
32.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
31.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
31.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
31.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
31.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
31.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
31.6
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
31.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
31.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
31.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
31.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
31.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
31.4
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
31.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
31.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
31.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
31.1
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
31.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
31.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
31.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
31.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
31.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
30.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
30.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
30.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
30.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
30.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
30.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
30.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
30.4
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
30.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
30.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
30.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
30.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
30.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
30.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
30.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
30.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
30.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
30.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
29.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
29.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
29.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
29.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
29.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
29.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
29.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
29.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
29.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
29.4
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
29.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
29.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
29.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
29.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
29.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
29.1
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
29.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
29.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
29.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
29.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
29.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
29.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
29.0
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
29.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
29.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
28.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
28.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
28.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
28.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
28.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
28.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
28.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
28.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
28.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
28.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
28.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
28.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
28.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
28.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
28.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
28.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
28.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
28.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
28.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
28.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
28.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
28.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
28.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
28.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
28.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
28.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
28.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
28.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
27.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
27.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
27.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
27.8
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
27.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
27.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
27.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
27.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
27.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
27.6
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
27.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
27.5
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
27.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
27.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
27.5
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
27.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
27.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
27.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
27.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
27.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
27.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
27.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
27.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
27.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
27.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
27.2
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
27.2
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
27.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
27.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
27.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
27.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
26.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
26.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
26.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
26.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
26.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
26.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
26.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
26.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
26.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
26.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
26.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
26.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
26.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
26.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
26.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
26.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
26.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
26.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
26.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
26.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
26.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
26.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
26.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
26.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
26.2
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
26.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
26.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
26.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
26.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
26.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
26.1
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
26.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
26.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
26.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
26.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
25.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
25.9
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
25.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
25.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
25.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
25.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
25.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
25.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
25.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
25.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
25.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
25.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
25.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
24.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
24.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
24.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
24.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
24.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
24.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
24.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
24.7
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
24.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
24.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
24.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
24.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
24.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
24.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
24.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
24.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
24.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
24.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
24.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
24.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
24.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
24.4
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
24.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
24.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
24.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
24.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
24.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
24.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
24.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
24.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
24.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
24.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
24.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
24.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
23.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
23.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
23.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
23.6
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
23.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
23.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
23.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
23.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
23.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
23.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
23.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
23.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
23.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
23.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
23.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
23.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
23.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
23.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
23.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
22.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
22.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
22.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
22.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
22.7
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
22.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
22.7
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
22.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
22.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
22.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
22.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
22.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
22.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
22.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
22.0
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
21.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
21.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
21.8
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
21.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
21.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
21.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
21.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
21.5
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
21.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
21.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
21.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
21.2
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
21.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
21.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
21.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
21.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
21.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
20.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
20.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
20.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
20.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
20.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
20.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
20.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
20.5
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
20.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
20.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
20.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
20.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
20.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
20.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
20.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
19.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
19.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
19.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
19.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
19.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
19.6
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
19.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
19.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
19.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
19.3
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
19.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
19.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
19.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
19.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
19.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
18.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
18.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
18.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
18.7
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
18.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
18.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
18.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
18.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
18.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
18.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
18.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
18.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
18.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
18.1
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
18.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
17.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
17.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
17.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
17.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
17.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
17.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
17.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
17.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
17.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
17.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
16.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
16.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
16.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
16.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
16.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
15.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
15.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
15.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
15.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
15.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
14.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
14.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
14.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
13.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
13.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
13.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
13.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
13.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
12.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
12.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
12.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
11.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
10.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MAPKAP1 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
33.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
68.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
66.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
54.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
53.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
51.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
50.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
49.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
48.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
48.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
47.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
47.2
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
45.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
45.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
44.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
44.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
44.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
43.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
43.2
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
43.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
42.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
42.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
42.2
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
41.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
41.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
41.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
41.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
41.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
40.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
39.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
39.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
39.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
39.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
38.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
37.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
37.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
37.5
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
37.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
36.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
36.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
35.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
35.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
35.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
34.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
34.6
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
34.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
34.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
33.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
31.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
31.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
31.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
30.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
30.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
30.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
29.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
28.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
28.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
28.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
28.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
28.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
28.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
27.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
27.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
27.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
27.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
27.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
27.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
27.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
27.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
27.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
26.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
26.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
26.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
26.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
25.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
25.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
25.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
24.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
24.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
24.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
23.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
22.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
22.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
22.8
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
22.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
21.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
21.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
20.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
20.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
20.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
19.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
19.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
18.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
18.7
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
18.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
17.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
17.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
16.8
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
15.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
14.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MAPKAP1 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
42.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
193.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
126.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
112.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
102.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
97.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
96.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
91.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
88.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
86.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
85.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
85.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
83.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
78.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
75.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
74.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
74.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
70.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
70.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
70.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
70.3
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
70.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
70.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
69.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
67.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
67.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
65.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
65.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
64.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
64.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
63.1
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
61.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
61.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
59.8
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
59.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
59.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
59.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
59.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
58.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
58.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
58.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
58.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
57.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
56.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
56.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
55.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
54.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
54.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
53.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
53.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
53.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
53.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
52.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
52.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
51.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
51.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
51.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
50.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
50.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
50.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
50.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
50.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
50.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
50.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
50.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
49.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
49.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
49.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
49.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
49.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
48.5
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
48.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
48.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
47.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
47.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
47.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
47.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
47.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
47.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
47.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
46.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
46.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
46.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
46.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
46.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
46.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
46.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
45.9
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
45.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
45.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
45.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
45.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
45.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
45.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
44.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
44.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
44.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
44.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
44.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
44.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
44.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
44.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
44.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
44.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
43.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
43.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
43.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
43.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
42.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
42.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
42.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
42.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
42.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
41.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
41.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
41.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
41.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
40.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
40.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
40.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
40.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
40.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
40.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
40.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
40.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
40.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
40.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
40.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
39.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
39.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
39.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
39.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
39.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
39.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
39.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
39.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
39.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
38.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
38.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
38.8
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
38.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
38.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
38.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
38.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
38.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
38.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
38.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
38.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
38.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
38.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
38.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
37.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
37.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
37.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
37.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
37.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
37.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
36.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
36.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
36.9
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
36.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
36.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
36.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
36.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
36.5
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
36.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
36.3
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
36.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
36.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
36.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
35.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
35.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
35.7
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
35.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
35.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
35.6
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
35.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
35.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
35.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
35.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
35.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
35.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
35.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
34.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
34.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
34.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
34.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
34.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
34.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
34.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
34.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
34.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
34.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
34.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
34.1
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
34.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
33.7
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
33.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
33.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
33.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
33.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
33.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
33.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
33.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
32.9
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
32.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
32.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
32.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
32.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
32.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
32.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
32.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
31.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
31.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
31.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
31.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
31.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
31.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
31.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
31.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
31.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
31.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
30.8
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
30.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
30.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
30.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
30.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
30.4
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
30.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
30.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
30.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
30.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
30.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
29.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
29.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
29.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
29.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
29.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
29.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
29.3
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
29.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
28.8
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
28.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
28.4
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
28.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
28.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
27.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
27.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
27.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
27.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
27.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
26.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
26.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
26.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
25.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
25.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
25.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
24.9
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
24.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
24.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
24.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
24.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
23.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
23.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
23.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
22.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
22.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
22.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
22.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
22.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
21.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
21.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
21.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
19.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
19.4
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
19.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
19.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
17.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
17.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
16.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
15.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
12.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
11.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
0.5
CPT0086890003
Normal
0.5
CPT0065750003
Tumor
0.5
CPT0088970003
Tumor
0.5
CPT0082010001
Normal
0.5
CPT0065450001
Normal
0.4
CPT0079180003
Tumor
0.4
CPT0001230001
Normal
0.4
CPT0079510001
Normal
0.4
CPT0001550001
Normal
0.4
CPT0000790001
Normal
0.4
CPT0007860003
Tumor
0.4
CPT0002370001
Normal
0.4
CPT0025610001
Normal
0.4
CPT0092740003
Normal
0.3
CPT0015730003
Tumor
0.3
CPT0092800003
Normal
0.3
CPT0001510001
Normal
0.3
CPT0069010001
Normal
0.3
CPT0078840001
Normal
0.3
CPT0012640003
Normal
0.3
CPT0023710001
Normal
0.3
CPT0064400001
Normal
0.3
CPT0001350001
Normal
0.3
CPT0079000001
Normal
0.3
CPT0020130001
Normal
0.3
CPT0079300001
Normal
0.3
CPT0088920001
Normal
0.3
CPT0019160001
Normal
0.3
CPT0063330001
Normal
0.3
CPT0006950001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0014130001
Normal
0.3
CPT0086030003
Tumor
0.3
CPT0069190001
Normal
0.3
CPT0088640003
Normal
0.3
CPT0025060001
Normal
0.2
CPT0002270011
Tumor
0.2
CPT0088570001
Normal
0.2
CPT0081620001
Normal
0.2
CPT0025920001
Normal
0.2
CPT0077500001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0012090003
Normal
0.2
CPT0089480003
Normal
0.2
CPT0012770003
Normal
0.2
CPT0088500001
Normal
0.2
CPT0075720003
Tumor
0.2
CPT0078670001
Normal
0.2
CPT0006730001
Normal
0.2
CPT0066430001
Normal
0.2
CPT0063640001
Normal
0.2
CPT0078940001
Normal
0.2
CPT0087050003
Normal
0.2
CPT0089040001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0014350001
Normal
0.2
CPT0065820001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0086970003
Normal
0.2
CPT0014470001
Normal
0.2
CPT0010170001
Normal
0.2
CPT0075170001
Normal
0.2
CPT0010120001
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0084560003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0092160003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0007470001
Normal
0.1
CPT0025880003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0026420001
Normal
0.1
CPT0077320001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0092190003
Normal
0.1
CPT0078530001
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0066520001
Normal
0.1
CPT0084590001
Normal
0.1
CPT0009080003
Normal
0.1
CPT0077140001
Normal
0.1
CPT0088710001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0065690003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0024670003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0079410003
Tumor
0.0
CPT0012290003
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0017410003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0025350003
Tumor
0.0
CPT0012920003
Normal
0.0
CPT0025110003
Tumor
0.0
CPT0001270001
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0092290003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0011240003
Tumor
0.0
CPT0076350001
Normal
0.0
CPT0088760003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0001340003
Tumor
0.0
CPT0001540009
Tumor
0.0
CPT0007320003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0081600003
Tumor
-0.1
CPT0009060003
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0012550003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0088550004
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0078990003
Tumor
-0.1
CPT0024680001
Normal
-0.1
CPT0010160003
Tumor
-0.1
CPT0085670003
Tumor
-0.1
CPT0086950003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0014450004
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0076330003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0077110003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0071150004
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0086360003
Tumor
-0.1
CPT0078830003
Tumor
-0.1
CPT0088630003
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0089460004
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0079480003
Tumor
-0.2
CPT0078800003
Tumor
-0.2
CPT0014160003
Tumor
-0.2
CPT0065810003
Tumor
-0.2
CPT0012280003
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0001260009
Tumor
-0.2
CPT0012670003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0066480003
Tumor
-0.2
CPT0023350003
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0019990003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0026410003
Tumor
-0.2
CPT0012900004
Tumor
-0.2
CPT0001500009
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0012180003
Tumor
-0.3
CPT0006630003
Tumor
-0.3
CPT0089020003
Tumor
-0.3
CPT0063320003
Tumor
-0.3
CPT0081990003
Tumor
-0.3
CPT0078510003
Tumor
-0.3
CPT0069160003
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0025290003
Tumor
-0.3
CPT0001180009
Tumor
-0.3
CPT0009000003
Tumor
-0.3
CPT0081880003
Tumor
-0.3
CPT0021240003
Tumor
-0.3
CPT0066470004
Tumor
-0.3
CPT0017850003
Tumor
-0.3
CPT0087040003
Tumor
-0.4
CPT0000640003
Tumor
-0.4
CPT0025580004
Tumor
-0.4
CPT0015910003
Tumor
-0.4
CPT0006900003
Tumor
-0.4
CPT0069000003
Tumor
-0.5
CPT0011410003
Tumor
-0.6
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
