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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.
TMEM39A is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
32.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
TMEM39A is not prognostic in Colon Adenocarcinoma (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
22.4
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
44.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
43.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
42.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
40.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
38.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
37.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
37.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
36.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
36.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
35.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
35.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
35.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
35.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
33.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
33.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
32.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
32.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
32.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
32.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
31.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
31.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
31.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
31.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
30.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
30.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
29.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
28.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
28.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
28.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
28.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
28.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
26.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
25.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 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.
TMEM39A is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
TMEM39A is not prognostic in Rectum Adenocarcinoma (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
23.5
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
46.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
44.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
44.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
37.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
33.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
33.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
33.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
33.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
32.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
32.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
32.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
32.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
31.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
30.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
30.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
29.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
28.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
27.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
24.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
18.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL 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
