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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.
TMEM184B 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
29.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
67.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
66.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
65.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
60.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
60.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
56.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
54.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
54.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
53.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
51.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
49.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
48.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
47.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
47.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
46.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
45.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
45.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
45.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
44.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
44.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
44.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
44.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
43.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
43.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
43.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
42.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
42.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
42.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
42.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
41.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
41.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
41.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
40.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
40.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
40.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
40.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
40.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
40.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
39.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
39.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
39.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
39.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
38.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
38.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
38.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
38.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
38.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
38.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
38.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
38.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
37.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
37.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
37.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
36.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
36.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
36.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
35.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
35.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
35.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
35.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
35.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
34.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
34.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
34.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
34.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
34.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
34.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
34.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
34.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
33.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
33.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
33.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
33.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
33.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
33.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
33.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
33.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
33.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
33.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
33.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
32.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
32.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
32.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
32.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
32.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
32.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
32.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
32.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
31.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
31.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
31.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
31.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
31.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
31.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
30.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
30.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
30.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
30.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
29.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
29.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
29.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
29.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
29.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
29.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
29.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
28.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
28.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
28.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
28.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
28.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
28.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
28.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
28.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
27.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
27.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
27.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
27.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
27.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
27.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
27.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
27.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
26.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
26.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
26.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
26.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
26.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
26.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
26.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
25.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
25.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
25.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
25.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
25.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
25.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
25.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
25.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
25.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
25.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
25.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
25.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
25.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
24.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
24.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
24.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
24.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
24.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
23.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
23.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
23.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
23.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
23.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
23.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
23.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
22.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
22.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
21.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
21.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
21.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
21.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
21.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
20.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
20.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
19.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
14.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
TMEM184B 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
40.6
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
101.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
86.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
81.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
77.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
76.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
75.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
75.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
72.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
72.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
71.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
70.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
69.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
68.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
68.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
67.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
67.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
66.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
66.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
65.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
64.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
64.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
64.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
63.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
63.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
62.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
61.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
61.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
61.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
60.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
60.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
59.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
59.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
59.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
59.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
59.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
58.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
58.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
58.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
58.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
58.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
58.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
57.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
57.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
57.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
57.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
57.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
57.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
56.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
56.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
56.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
56.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
56.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
56.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
55.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
55.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
55.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
55.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
54.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
54.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
54.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
54.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
54.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
53.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
53.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
53.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
53.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
53.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
52.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
52.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
52.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
52.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
52.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
52.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
52.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
52.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
51.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
51.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
51.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
51.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
51.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
51.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
51.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
50.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
50.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
50.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
50.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
50.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
50.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
50.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
50.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
49.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
49.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
49.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
49.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
49.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
49.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
49.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
49.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
49.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
49.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
49.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
48.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
48.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
48.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
48.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
48.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
48.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
48.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
47.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
47.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
47.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
47.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
47.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
47.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
47.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
47.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
47.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
46.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
46.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
46.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
46.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
46.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
46.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
46.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
46.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
46.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
46.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
46.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
46.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
46.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
46.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
46.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
46.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
45.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
45.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
45.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
45.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
45.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
45.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
45.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
45.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
45.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
45.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
45.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
45.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
45.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
44.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
44.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
44.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
44.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
44.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
44.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
44.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
44.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
44.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
44.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
44.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
44.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
44.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
44.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
44.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
44.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
44.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
44.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
43.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
43.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
43.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
43.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
43.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
43.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
43.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
43.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
43.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
43.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
43.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
43.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
43.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
43.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
43.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
43.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
43.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
42.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
42.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
42.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
42.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
42.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
42.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
42.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
42.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
42.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
42.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
42.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
42.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
42.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
42.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
42.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
42.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
42.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
42.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
42.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
41.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
41.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
41.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
41.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
41.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
41.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
41.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
41.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
41.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
41.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
40.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
40.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
40.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
40.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
40.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
40.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
40.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
40.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
40.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
40.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
40.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
40.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
40.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
40.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
40.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
40.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
40.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
40.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
40.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
40.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
39.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
39.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
39.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
39.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
39.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
39.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
39.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
39.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
39.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
39.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
39.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
39.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
39.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
39.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
39.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
39.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
39.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
39.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
38.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
38.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
38.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
38.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
38.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
38.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
38.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
38.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
38.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
38.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
38.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
38.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
38.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
38.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
38.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
38.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
38.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
38.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
37.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
37.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
37.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
37.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
37.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
37.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
37.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
37.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
37.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
37.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
36.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
36.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
36.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
36.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
36.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
36.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
36.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
36.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
36.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
36.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
36.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
36.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
36.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
36.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
36.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
36.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
36.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
36.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
36.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
35.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
35.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
35.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
35.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
35.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
35.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
35.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
35.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
35.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
35.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
35.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
35.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
35.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
35.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
35.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
35.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
34.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
34.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
34.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
34.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
34.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
34.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
34.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
34.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
34.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
34.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
34.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
34.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
34.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
34.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
34.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
34.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
33.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
33.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
33.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
33.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
33.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
33.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
33.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
33.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
33.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
33.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
33.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
33.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
33.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
33.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
33.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
33.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
33.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
33.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
33.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
33.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
32.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
32.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
32.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
32.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
32.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
32.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
32.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
32.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
32.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
32.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
32.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
32.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
32.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
32.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
32.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
32.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
32.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
31.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
31.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
31.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
31.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
31.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
31.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
31.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
31.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
30.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
30.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
30.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
30.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
30.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
30.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
30.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
29.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
29.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
29.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
29.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
28.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
28.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
28.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
28.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
28.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
27.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
27.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
27.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
27.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
TMEM184B 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
27.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
73.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
62.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
55.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
53.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
52.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
43.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
40.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
40.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
40.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
38.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
38.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
37.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
35.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
35.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
35.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
34.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
33.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
33.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
33.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
32.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
31.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
31.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
30.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
30.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
30.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
30.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
29.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
29.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
28.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
28.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
28.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
28.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
28.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
27.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
26.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
26.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
26.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
26.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
26.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
25.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
25.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
25.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
24.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
24.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
24.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
23.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
23.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
23.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
22.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
22.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
21.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
19.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
16.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.0
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.
TMEM184B 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
37.4
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
70.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
62.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
62.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
60.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
56.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
55.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
55.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
54.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
53.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
53.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
52.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
52.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
50.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
50.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
50.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
50.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
48.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
48.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
48.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
48.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
48.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
48.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
48.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
48.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
47.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
47.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
47.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
46.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
46.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
46.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
46.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
46.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
46.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
46.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
45.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
45.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
45.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
45.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
45.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
45.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
45.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
44.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
44.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
44.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
44.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
44.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
44.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
44.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
44.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
44.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
43.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
43.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
43.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
43.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
43.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
42.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
42.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
42.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
42.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
42.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
42.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
41.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
41.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
41.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
41.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
41.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
41.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
40.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
40.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
40.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
40.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
40.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
40.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
40.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
40.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
40.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
39.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
39.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
39.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
39.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
39.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
39.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
39.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
39.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
39.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
38.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
38.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
38.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
38.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
38.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
38.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
38.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
38.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
38.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
37.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
37.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
37.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
37.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
37.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
37.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
37.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
37.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
37.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
37.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
36.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
36.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
36.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
36.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
36.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
36.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
36.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
36.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
36.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
35.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
35.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
35.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
35.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
35.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
35.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
34.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
34.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
34.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
34.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
34.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
34.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
34.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
34.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
34.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
34.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
34.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
34.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
33.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
33.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
33.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
33.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
32.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
32.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
32.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
32.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
32.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
32.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
32.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
32.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
31.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
31.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
31.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
31.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
31.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
31.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
31.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
30.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
30.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
30.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
30.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
29.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
29.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
28.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
28.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
27.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
26.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
24.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
23.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
