We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
TMEM38B 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
15.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
68.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
62.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
47.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
45.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
43.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
43.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
42.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
40.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
39.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
39.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
38.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
37.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
36.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
35.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
32.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
31.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
30.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
29.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
29.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
28.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
28.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
27.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
27.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
26.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
26.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
26.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
25.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
23.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
22.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
22.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
21.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
21.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
20.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
18.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
TMEM38B 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
15.3
Number of samples
486
Samples
Sample
Description
TPM
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
41.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
34.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
32.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
31.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
7.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
7.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
5.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
5.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
5.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
5.5
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.
TMEM38B 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
16.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
55.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
44.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
38.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
35.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
33.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
31.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
30.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
27.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
27.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
25.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
25.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
25.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
23.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
23.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
23.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.7
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.
TMEM38B 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
14.6
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
120.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
35.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
5.3
Show allShow less
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
