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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.
MAP7D1 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
24.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
103.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
84.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
76.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
66.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
62.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
50.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
49.3
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
47.6
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
47.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
42.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
41.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
40.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
34.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
34.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
33.6
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
28.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
28.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
27.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
26.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
26.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
24.4
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
23.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
22.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
22.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
21.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
21.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
21.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
19.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
18.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
17.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
17.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
16.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
16.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
15.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
15.7
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
14.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
14.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
13.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
13.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
13.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
13.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
12.8
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
12.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
12.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
11.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
11.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
11.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
10.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
10.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
10.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
10.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
9.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
9.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
9.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
9.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
8.9
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
8.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
8.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
8.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
7.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
3.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 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.
MAP7D1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
93.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
58.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
53.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
51.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
50.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
49.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
48.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
48.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
46.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
46.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
46.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
45.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
45.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
45.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
43.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
43.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
43.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
41.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
41.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
40.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
40.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
40.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
40.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
39.6
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
39.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
39.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
39.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
38.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
37.8
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
37.4
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
36.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
36.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
35.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
35.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
34.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
34.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
34.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
34.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
34.4
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
34.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
33.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
33.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
33.9
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
33.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
33.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
33.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
33.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
33.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
33.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
32.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
32.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
32.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
32.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
32.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
32.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
31.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
31.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
31.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
31.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
31.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
31.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
31.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
31.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
31.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
31.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
31.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
31.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
31.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
30.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
30.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
30.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
30.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
30.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
30.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
30.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
29.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
29.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
29.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
29.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
29.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
29.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
29.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
29.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
28.9
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
28.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
28.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
28.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
28.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
28.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
28.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
28.3
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
28.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
28.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
28.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
28.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
28.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
28.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
27.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
27.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
27.7
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
27.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
27.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
27.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
27.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
27.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
27.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
27.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
27.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
27.2
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
27.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
27.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
27.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
27.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
27.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
26.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
26.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
26.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
26.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
26.6
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
26.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
26.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
26.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
26.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
26.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
26.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
26.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
26.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
26.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
26.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
26.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
26.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
25.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
25.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
25.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
25.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
25.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
25.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
25.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
25.5
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
25.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
25.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
25.3
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
25.3
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
25.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
25.1
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
25.0
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
25.0
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
25.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
24.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
24.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
24.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
24.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
24.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
24.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
24.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
24.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
24.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
24.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
24.5
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
24.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
24.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
24.1
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
24.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
24.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
24.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
23.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
23.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
23.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
23.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
23.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
23.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
23.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
23.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
23.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
23.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
23.3
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
23.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
23.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
23.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
23.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
23.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
23.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
23.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
23.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
23.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
23.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
22.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
22.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
22.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
22.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
22.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
22.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
22.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
22.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
22.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
22.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
22.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
22.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
22.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
22.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
22.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
22.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
22.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
22.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
22.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
22.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
22.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
22.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
22.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
22.0
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
22.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
22.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
21.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
21.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
21.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
21.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
21.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
21.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
21.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
21.5
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
21.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
21.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
21.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
21.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
21.3
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
21.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
21.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
21.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
21.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
21.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
21.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
21.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
20.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
20.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
20.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
20.8
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
20.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
20.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
20.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
20.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
20.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
20.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
20.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
19.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
19.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
19.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
19.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
19.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
19.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
19.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
19.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
19.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
19.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
19.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
19.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
19.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
19.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
19.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
19.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
19.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
19.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
19.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
19.3
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
19.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
19.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
19.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
19.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
19.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
19.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
19.0
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
19.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
18.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
18.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
18.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
18.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
18.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
18.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
18.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
18.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
18.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
18.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
18.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
18.4
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
18.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
18.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
18.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
18.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
18.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
18.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
18.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
18.1
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
18.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
18.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
18.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
18.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
18.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
18.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
18.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
17.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
17.9
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
17.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
17.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
17.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
17.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
17.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
17.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
17.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
17.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
17.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
17.4
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
17.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
17.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
17.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
17.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.3
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
17.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
17.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
17.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
17.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
17.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
17.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
17.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
17.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
16.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
16.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
16.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
16.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
16.9
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
16.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
16.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
16.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
16.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
16.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
16.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
16.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
16.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
16.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
16.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
16.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
16.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
16.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
16.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
16.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
16.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
16.0
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
16.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
15.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
15.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
15.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
15.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
15.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
15.6
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
15.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
15.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
15.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
15.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
15.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
15.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
15.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
15.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
15.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
15.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
15.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
15.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
15.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
15.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
15.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
15.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
14.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
14.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
14.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
14.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
14.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
14.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
14.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
14.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
14.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
14.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
14.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
14.4
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
14.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
14.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
14.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
14.2
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
14.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
14.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
14.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
14.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
14.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
14.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
13.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
13.9
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
13.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
13.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
13.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
13.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
13.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
13.7
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
13.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
13.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
13.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
13.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
13.4
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
13.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
13.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
13.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
13.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
12.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
12.8
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
12.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
12.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
12.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
12.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
12.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
12.5
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
12.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
12.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
12.4
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
12.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
12.3
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
12.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
12.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
12.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
12.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
12.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
12.1
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
12.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
12.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
11.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
11.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
11.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
11.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
11.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
11.7
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
11.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
11.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
11.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
11.1
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
11.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
10.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
10.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
10.8
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
10.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
10.7
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
10.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
10.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
10.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
10.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
10.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
10.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
10.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
10.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
10.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
10.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
9.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
9.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
9.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
9.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
9.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
9.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
9.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
9.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
9.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
9.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
9.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
8.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
8.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
8.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
8.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
7.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
7.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
7.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
7.7
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
7.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
7.6
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
7.5
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
7.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
7.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
6.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
6.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
6.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
6.6
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
6.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
6.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
6.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
6.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
5.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
5.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
4.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
4.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
4.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
4.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
4.2
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
4.1
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
3.5
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
3.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MAP7D1 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
31.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
87.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
80.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
62.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
61.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
60.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
60.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
59.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
58.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
58.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
52.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
47.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
45.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
44.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
40.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
40.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
40.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
38.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
37.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
37.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
35.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
35.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
35.4
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
35.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
35.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
35.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
34.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
34.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
34.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
34.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
34.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
33.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
33.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
33.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
33.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
33.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
32.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
32.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
32.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
32.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
32.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
31.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
31.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
31.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
30.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
30.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
30.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
30.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
29.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
29.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
29.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
29.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
29.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
28.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
28.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
28.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
28.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
28.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
27.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
27.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
27.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
27.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
27.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
26.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
26.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
25.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
25.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
25.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
25.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
25.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
25.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
25.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
24.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
23.9
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
23.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
22.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
22.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
22.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
22.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
22.0
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
22.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
21.1
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
20.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
19.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
19.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
19.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
19.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
16.4
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
16.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
15.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
15.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
15.6
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
13.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
13.3
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
13.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
13.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
11.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
10.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
9.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 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.
MAP7D1 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
27.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
155.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
97.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
97.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
91.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
90.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
87.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
86.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
81.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
81.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
78.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
77.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
76.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
75.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
74.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
73.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
69.4
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
67.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
67.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
67.5
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
67.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
64.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
62.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
62.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
62.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
59.5
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
59.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
57.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
57.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
57.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
55.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
55.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
54.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
52.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
52.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
50.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
50.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
49.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
48.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
47.3
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
46.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
45.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
45.4
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
44.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
44.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
43.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
43.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
42.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
42.7
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
42.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
41.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
41.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
41.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
41.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
41.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
38.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
37.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
37.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
37.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
37.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
36.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
36.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
36.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
35.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
35.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
34.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
34.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
34.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
34.2
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
33.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
33.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
32.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
32.5
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
32.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
32.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
32.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
31.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
31.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
31.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
31.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
30.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
29.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
29.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
29.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
28.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
28.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
28.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
28.7
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
28.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
28.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
28.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
28.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
27.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
27.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
27.3
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
27.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
27.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
27.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
26.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
26.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
26.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
26.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
26.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
26.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
26.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
25.9
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
25.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
25.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
25.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
25.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
25.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
25.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
25.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
25.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
25.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
25.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
25.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
24.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
24.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
24.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
24.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
24.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
24.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
23.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
23.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
23.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
23.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
23.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
23.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
23.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
23.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
23.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
22.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
22.9
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
22.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
22.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
22.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
22.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
22.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
22.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
22.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
21.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
21.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
21.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
21.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
21.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
21.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
21.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
21.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
21.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
20.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
20.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
20.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
20.6
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
20.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
20.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
20.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
20.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
20.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
20.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
20.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
19.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
19.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
19.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
19.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
19.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
19.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
19.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
19.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
18.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
18.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
18.8
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
18.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
18.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
18.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
18.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
17.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
17.6
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
17.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
17.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
17.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
17.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
17.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
17.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
16.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
16.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
16.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
16.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
16.7
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
16.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
16.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
16.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
16.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
16.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
16.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
16.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
15.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
15.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
15.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
14.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
14.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
14.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
14.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
13.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
13.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
13.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
13.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
13.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
13.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
13.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
12.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
12.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
12.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
12.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
12.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
12.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
12.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
12.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
12.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
11.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
11.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
11.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
11.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
11.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
11.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
10.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
10.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
10.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
10.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
10.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
10.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
9.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
9.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
9.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
8.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
8.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
8.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
8.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
8.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
8.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
8.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
8.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
8.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
8.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
8.0
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
8.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
7.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
7.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
7.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
7.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
7.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
7.3
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
7.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
6.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
6.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
6.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
5.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
5.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
5.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
5.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
4.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
4.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.5
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
3.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
3.1
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.1
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088550004
Tumor
1.6
CPT0084560003
Tumor
1.1
CPT0001260009
Tumor
1.0
CPT0076330003
Tumor
0.8
CPT0001340003
Tumor
0.8
CPT0075130003
Tumor
0.6
CPT0012180003
Tumor
0.6
CPT0079380003
Tumor
0.6
CPT0010110003
Tumor
0.5
CPT0017850003
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0063630003
Tumor
0.5
CPT0081600003
Tumor
0.5
CPT0078800003
Tumor
0.5
CPT0075560003
Tumor
0.5
CPT0065430003
Tumor
0.5
CPT0023350003
Tumor
0.4
CPT0066480003
Tumor
0.4
CPT0088630003
Tumor
0.4
CPT0086030003
Tumor
0.4
CPT0000640003
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0012670003
Tumor
0.4
CPT0001270001
Normal
0.4
CPT0081880003
Tumor
0.4
CPT0012280003
Tumor
0.4
CPT0075720003
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0065870003
Tumor
0.4
CPT0065690003
Tumor
0.4
CPT0001540009
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0078510003
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0092290003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0086870003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0010120001
Normal
0.3
CPT0000870016
Tumor
0.3
CPT0088970003
Tumor
0.3
CPT0007320003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0025050003
Tumor
0.2
CPT0025290003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0014370004
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0006900003
Tumor
0.2
CPT0025880003
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0077310003
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0078660003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0007860003
Tumor
0.1
CPT0079270003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0025110003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0025230003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0079480003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0065750003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0088690003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0065810003
Tumor
0.0
CPT0024670003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0077110003
Tumor
0.0
CPT0000660001
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0079300001
Normal
-0.1
CPT0078830003
Tumor
-0.1
CPT0009000003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0012550003
Tumor
-0.1
CPT0063330001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0006530001
Normal
-0.2
CPT0088570001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0063640001
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0001230001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0020130001
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0018250001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0078670001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0009020003
Normal
-0.2
CPT0012640003
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0025920001
Normal
-0.3
CPT0013790003
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0007470001
Normal
-0.3
CPT0001510001
Normal
-0.3
CPT0007870001
Normal
-0.3
CPT0012920003
Normal
-0.3
CPT0088710001
Normal
-0.3
CPT0088500001
Normal
-0.3
CPT0012900004
Tumor
-0.3
CPT0076350001
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0014450004
Tumor
-0.3
CPT0014350001
Normal
-0.3
CPT0092740003
Normal
-0.3
CPT0006950001
Normal
-0.3
CPT0088640003
Normal
-0.3
CPT0087050003
Normal
-0.3
CPT0079430001
Normal
-0.3
CPT0079000001
Normal
-0.3
CPT0024680001
Normal
-0.3
CPT0012090003
Normal
-0.3
CPT0023360001
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0081620001
Normal
-0.3
CPT0010170001
Normal
-0.4
CPT0069010001
Normal
-0.4
CPT0079180003
Tumor
-0.4
CPT0020020001
Normal
-0.4
CPT0001350001
Normal
-0.4
CPT0012570003
Normal
-0.4
CPT0006730001
Normal
-0.4
CPT0009080003
Normal
-0.4
CPT0026420001
Normal
-0.4
CPT0078940001
Normal
-0.4
CPT0077140001
Normal
-0.4
CPT0088920001
Normal
-0.5
CPT0088780001
Normal
-0.5
CPT0000790001
Normal
-0.5
CPT0065450001
Normal
-0.5
CPT0066430001
Normal
-0.5
CPT0089480003
Normal
-0.5
CPT0012770003
Normal
-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
