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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM181 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
18.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
43.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
40.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
40.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
37.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
36.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
35.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
34.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
34.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
33.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
31.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
31.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
30.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
30.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
28.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
27.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
27.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
27.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
25.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
25.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
25.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
22.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
21.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
21.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
20.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
20.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
14.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 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.
TMEM181 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
27.3
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
54.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
49.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
48.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
48.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
48.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
47.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
46.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
45.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
45.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
45.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
43.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
42.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
41.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
40.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
40.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
40.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
40.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
40.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
40.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
39.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
39.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
39.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
39.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
39.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
39.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
39.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
39.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
38.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
38.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
38.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
38.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
38.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
37.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
37.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
37.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
37.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
37.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
36.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
36.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
36.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
36.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
36.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
35.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
35.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
35.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
35.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
35.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
34.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
34.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
34.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
34.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
34.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
34.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
34.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
34.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
34.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
33.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
33.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
33.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
33.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
33.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
33.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
32.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
32.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
32.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
32.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
32.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
32.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
32.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
32.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
32.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
32.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
32.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
32.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
32.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
31.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
31.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
31.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
31.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
31.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
31.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
31.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
31.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
30.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
30.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
30.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
30.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
30.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
30.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
29.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
29.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
29.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
29.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
29.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
29.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
29.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
29.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
28.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
28.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
28.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
28.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
27.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
25.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
TMEM181 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
18.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
40.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
33.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
32.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
31.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
30.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
29.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
29.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
27.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
26.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
23.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
23.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
17.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.7
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.
TMEM181 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
26.5
Number of samples
207
Samples
Sample
Description
TPM
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
54.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
43.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
41.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
41.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
40.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
40.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
40.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
38.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
38.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
37.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
37.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
37.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
36.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
36.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
35.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
35.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
35.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
34.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
34.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
34.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
34.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
33.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
33.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
32.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
32.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
32.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
32.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
32.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
32.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
32.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
31.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
31.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
31.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
31.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
31.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
30.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
30.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
30.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
29.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
29.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
29.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
28.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
28.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
27.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
27.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
27.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
27.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
1.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
1.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
1.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.9
82157a70-12f1-4913-b548-d98881_D2
Normal
0.8
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.8
8cc7e656-0152-4359-8566-0581c3
Tumor
0.7
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.6
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.6
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.6
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.8
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.8
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-1.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_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
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_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
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
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
