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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.
TMEM127 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
28.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
76.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
75.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
62.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
56.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
55.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
53.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
52.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
50.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
50.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
48.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
47.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
47.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
46.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
45.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
44.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
44.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
42.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
42.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
42.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
41.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
41.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
41.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
40.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
40.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
39.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
39.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
39.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
39.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
38.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
38.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
38.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
38.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
38.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
38.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
38.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
38.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
37.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
37.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
37.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
37.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
37.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
36.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
36.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
36.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
36.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
36.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
36.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
36.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
36.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
35.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
35.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
35.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
35.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
35.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
35.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
35.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
35.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
34.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
34.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
34.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
34.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
34.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
34.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
34.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
34.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
34.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
34.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
33.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
33.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
33.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
33.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
33.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
33.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
33.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
33.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
33.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
33.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
33.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
32.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
32.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
32.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
32.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
32.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
32.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
32.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
32.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
32.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
31.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
31.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
31.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
31.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
31.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
31.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
31.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
31.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
30.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
30.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
30.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
30.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
30.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
30.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
30.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
30.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
29.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
29.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
29.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
29.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
29.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
29.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
29.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
29.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
29.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
29.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
29.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
29.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
29.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
29.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
28.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
28.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
28.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
28.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
28.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
28.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
28.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
28.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
28.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
28.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
27.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
27.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
27.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
27.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
27.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
27.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
27.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
27.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
27.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
27.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
26.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
26.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
26.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
26.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
26.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
26.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
25.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
25.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
25.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
25.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
25.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
25.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
25.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
24.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
24.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
24.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
24.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
24.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
24.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
24.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
24.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
24.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
23.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
23.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
22.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
22.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
22.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
22.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
21.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
21.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
21.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
20.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM127 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
54.9
Number of samples
486
Samples
Sample
Description
TPM
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
121.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
94.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
93.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
91.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
88.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
86.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
86.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
85.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
84.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
84.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
82.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
82.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
82.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
81.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
81.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
80.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
80.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
80.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
80.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
79.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
79.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
79.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
79.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
79.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
79.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
78.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
78.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
77.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
77.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
76.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
76.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
76.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
75.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
75.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
75.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
75.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
74.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
74.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
74.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
74.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
73.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
73.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
73.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
72.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
71.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
71.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
71.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
70.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
70.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
70.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
70.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
70.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
70.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
69.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
69.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
69.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
68.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
68.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
68.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
68.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
68.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
68.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
68.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
67.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
67.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
67.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
67.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
67.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
67.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
66.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
66.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
66.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
66.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
66.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
66.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
65.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
65.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
65.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
65.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
65.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
65.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
65.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
65.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
65.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
65.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
65.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
65.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
65.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
64.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
64.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
64.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
64.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
64.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
64.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
64.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
64.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
64.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
64.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
64.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
63.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
63.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
63.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
63.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
63.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
63.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
62.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
62.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
62.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
62.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
62.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
62.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
62.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
62.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
62.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
62.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
62.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
61.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
61.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
61.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
61.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
61.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
61.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
61.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
61.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
61.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
61.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
61.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
61.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
60.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
60.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
60.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
60.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
60.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
60.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
60.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
60.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
60.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
60.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
59.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
59.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
59.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
59.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
59.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
59.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
59.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
59.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
58.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
58.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
58.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
58.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
58.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
58.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
58.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
58.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
58.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
58.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
58.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
58.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
58.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
58.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
58.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
58.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
58.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
58.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
58.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
58.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
58.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
58.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
58.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
58.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
58.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
57.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
57.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
57.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
57.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
57.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
57.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
57.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
57.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
57.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
57.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
57.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
57.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
57.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
57.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
57.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
57.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
57.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
56.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
56.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
56.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
56.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
56.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
56.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
56.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
56.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
56.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
56.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
56.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
56.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
56.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
56.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
56.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
56.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
55.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
55.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
55.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
55.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
55.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
55.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
55.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
55.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
55.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
55.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
55.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
55.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
55.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
55.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
55.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
55.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
55.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
54.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
54.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
54.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
54.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
54.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
54.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
54.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
54.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
54.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
54.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
54.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
54.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
54.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
54.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
54.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
54.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
54.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
54.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
54.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
54.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
53.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
53.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
53.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
53.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
53.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
53.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
53.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
53.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
53.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
53.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
53.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
53.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
53.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
53.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
53.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
53.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
53.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
53.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
53.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
52.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
52.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
52.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
52.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
52.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
52.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
52.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
52.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
52.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
52.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
52.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
52.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
52.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
52.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
51.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
51.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
51.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
51.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
51.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
51.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
51.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
51.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
51.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
51.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
51.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
51.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
51.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
51.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
51.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
51.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
51.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
50.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
50.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
50.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
50.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
50.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
50.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
50.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
50.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
50.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
50.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
50.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
50.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
50.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
50.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
50.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
50.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
50.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
50.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
50.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
49.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
49.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
49.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
49.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
49.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
49.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
49.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
49.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
49.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
49.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
49.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
49.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
49.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
49.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
49.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
48.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
48.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
48.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
48.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
48.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
48.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
48.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
48.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
48.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
48.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
48.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
48.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
48.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
48.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
48.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
48.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
48.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
48.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
48.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
47.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
47.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
47.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
47.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
47.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
47.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
47.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
47.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
47.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
47.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
47.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
47.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
47.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
47.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
47.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
47.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
47.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
47.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
47.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
47.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
47.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
46.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
46.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
46.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
46.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
46.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
46.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
46.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
46.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
46.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
46.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
46.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
46.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
45.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
45.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
45.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
45.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
45.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
45.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
45.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
45.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
45.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
45.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
45.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
45.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
45.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
45.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
45.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
45.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
45.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
45.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
44.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
44.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
44.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
44.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
44.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
44.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
44.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
44.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
44.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
44.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
44.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
44.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
43.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
43.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
43.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
43.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
43.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
43.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
43.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
43.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
43.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
43.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
43.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
43.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
43.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
43.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
43.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
42.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
42.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
42.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
42.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
42.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
42.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
41.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
41.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
41.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
41.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
41.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
40.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
40.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
40.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
40.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
40.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
40.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
40.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
40.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
40.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
40.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
40.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
40.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
40.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
40.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
40.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
40.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
40.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
39.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
39.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
39.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
39.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
39.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
39.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
39.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
39.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
39.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
38.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
38.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
38.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
38.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
38.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
37.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
36.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
36.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
36.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
36.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
36.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
36.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
36.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
36.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
35.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
34.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
34.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
34.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
33.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
33.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
32.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
32.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
31.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
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.
TMEM127 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
28.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
66.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
54.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
45.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
44.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
42.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
42.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
39.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
38.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
37.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
37.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
37.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
37.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
36.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
36.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
36.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
35.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
35.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
35.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
35.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
34.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
34.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
34.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
33.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
33.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
33.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
33.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
32.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
32.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
31.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
31.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
31.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
31.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
31.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
31.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
30.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
30.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
30.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
30.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
29.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
28.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
28.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
28.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
27.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
27.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
27.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
26.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
26.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
26.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
26.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
26.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
26.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
25.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
25.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
25.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
23.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
23.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
22.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
22.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
20.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
TMEM127 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
51.1
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
101.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
85.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
85.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
84.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
80.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
77.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
74.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
73.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
72.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
71.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
71.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
71.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
70.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
70.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
69.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
69.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
69.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
67.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
66.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
66.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
65.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
65.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
65.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
65.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
65.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
64.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
64.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
64.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
64.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
64.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
64.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
63.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
63.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
63.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
63.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
63.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
62.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
62.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
61.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
61.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
61.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
61.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
61.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
61.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
61.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
61.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
60.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
60.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
59.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
59.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
58.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
58.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
58.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
58.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
58.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
58.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
57.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
57.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
57.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
57.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
57.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
56.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
56.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
56.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
56.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
56.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
55.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
55.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
55.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
54.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
54.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
54.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
54.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
54.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
53.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
53.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
53.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
53.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
52.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
52.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
52.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
52.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
52.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
52.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
52.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
52.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
52.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
52.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
52.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
51.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
51.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
51.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
51.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
51.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
50.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
50.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
50.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
50.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
50.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
49.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
49.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
49.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
49.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
49.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
49.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
49.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
49.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
49.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
49.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
48.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
48.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
48.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
48.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
48.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
48.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
48.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
48.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
48.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
48.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
48.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
48.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
48.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
47.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
47.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
47.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
46.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
46.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
46.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
46.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
46.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
46.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
45.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
45.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
45.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
45.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
45.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
45.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
45.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
44.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
44.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
44.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
44.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
44.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
44.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
44.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
44.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
43.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
43.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
43.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
43.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
43.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
43.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
43.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
43.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
42.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
42.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
42.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
42.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
42.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
42.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
41.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
41.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
41.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
41.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
41.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
41.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
41.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
41.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
41.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
40.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
40.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
40.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
40.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
40.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
40.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
40.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
40.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
40.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
39.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
39.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
39.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
37.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
37.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
37.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
36.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
36.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
36.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
36.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
36.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
35.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
35.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
35.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
34.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
34.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
33.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
32.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
31.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
31.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
31.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
30.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
30.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
29.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
26.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.8
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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.
The Human Protein Atlas project is funded
