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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.
TOB2 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
22.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
45.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
45.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
43.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
40.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
38.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
37.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
37.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
37.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
36.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
36.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
35.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
35.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
35.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
35.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
35.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
35.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
34.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
34.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
34.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
33.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
33.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
33.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
33.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
32.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
32.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
32.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
31.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
31.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
31.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
31.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
31.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
31.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
30.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
30.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
30.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
30.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
30.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
30.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
30.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
30.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
30.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
29.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
29.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
29.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
29.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
29.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
28.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
28.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
27.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
27.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
27.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
27.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
26.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
26.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
26.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
26.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
26.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
26.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
26.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
25.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
25.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
25.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
25.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
25.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
24.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
24.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
24.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
24.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
24.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
24.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
24.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
24.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
23.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
23.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
23.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
23.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
23.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
22.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
22.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
22.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
22.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
22.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
22.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
22.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
21.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
21.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
17.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
17.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
TOB2 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
39.8
Number of samples
486
Samples
Sample
Description
TPM
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
88.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
85.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
84.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
81.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
73.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
71.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
68.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
66.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
65.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
64.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
63.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
63.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
61.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
61.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
60.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
60.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
60.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
60.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
59.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
59.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
58.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
58.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
58.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
58.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
58.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
58.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
57.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
57.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
57.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
57.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
57.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
56.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
56.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
56.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
56.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
55.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
55.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
55.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
55.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
55.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
54.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
54.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
54.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
54.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
54.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
54.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
54.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
54.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
53.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
53.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
53.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
53.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
52.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
52.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
52.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
52.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
51.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
51.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
51.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
51.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
51.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
51.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
51.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
51.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
51.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
51.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
51.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
50.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
50.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
50.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
50.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
50.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
50.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
50.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
50.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
50.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
50.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
50.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
49.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
49.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
49.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
49.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
49.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
49.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
49.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
49.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
49.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
49.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
49.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
48.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
48.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
48.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
48.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
48.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
48.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
47.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
47.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
47.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
47.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
47.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
47.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
47.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
47.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
47.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
47.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
47.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
47.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
47.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
47.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
46.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
46.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
46.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
46.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
46.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
46.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
46.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
46.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
46.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
46.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
46.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
45.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
45.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
45.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
45.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
45.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
45.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
45.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
45.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
45.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
45.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
45.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
45.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
45.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
45.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
45.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
45.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
44.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
44.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
44.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
44.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
44.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
44.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
44.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
44.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
44.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
44.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
44.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
44.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
44.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
43.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
43.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
43.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
43.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
43.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
43.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
43.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
43.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
43.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
43.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
43.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
43.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
43.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
43.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
43.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
43.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
43.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
43.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
43.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
43.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
43.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
43.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
43.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
43.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
43.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
42.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
42.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
42.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
42.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
42.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
42.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
42.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
42.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
42.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
42.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
42.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
42.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
42.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
42.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
42.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
42.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
41.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
41.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
41.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
41.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
41.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
41.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
41.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
41.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
41.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
41.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
41.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
41.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
41.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
41.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
41.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
41.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
41.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
41.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
41.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
41.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
41.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
41.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
40.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
40.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
40.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
40.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
40.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
40.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
40.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
40.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
40.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
40.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
40.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
40.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
40.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
39.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
39.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
39.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
39.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
39.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
39.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
39.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
39.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
39.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
39.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
39.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
39.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
39.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
39.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
39.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
39.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
39.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
39.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
39.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
39.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
39.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
38.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
38.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
38.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
38.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
38.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
38.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
38.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
38.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
38.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
38.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
38.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
38.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
38.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
38.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
38.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
38.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
38.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
38.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
38.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
38.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
38.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
38.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
38.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
38.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
38.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
37.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
37.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
37.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
37.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
37.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
37.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
37.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
37.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
37.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
37.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
37.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
37.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
37.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
37.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
37.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
37.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
37.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
37.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
37.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
37.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
37.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
36.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
36.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
36.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
36.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
36.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
36.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
36.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
36.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
36.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
36.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
36.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
36.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
36.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
36.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
36.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
36.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
35.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
35.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
35.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
35.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
35.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
35.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
35.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
35.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
35.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
35.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
35.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
35.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
35.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
35.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
35.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
35.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
35.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
35.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
34.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
34.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
34.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
34.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
34.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
34.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
34.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
34.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
34.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
34.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
33.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
33.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
33.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
33.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
33.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
33.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
33.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
33.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
33.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
32.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
32.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
32.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
32.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
32.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
32.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
32.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
32.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
32.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
32.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
32.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
32.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
31.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
31.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
31.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
31.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
31.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
31.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
31.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
30.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
30.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
30.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
30.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
30.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
30.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
30.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
29.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
29.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
29.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
29.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
29.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
29.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
29.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
29.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
29.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
28.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
28.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
28.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
27.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
27.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
27.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
26.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
25.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TOB2 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
22.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
39.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
37.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
37.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
36.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
36.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
35.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
34.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
34.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
33.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
33.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
31.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
29.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
29.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
29.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
29.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
29.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
27.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
27.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
26.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
26.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
24.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
24.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
24.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
23.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
22.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
22.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
20.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
18.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TOB2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
37.8
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
74.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
72.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
68.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
68.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
67.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
64.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
61.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
59.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
58.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
58.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
57.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
55.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
55.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
54.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
53.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
52.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
52.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
52.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
52.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
51.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
51.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
51.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
51.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
51.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
50.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
50.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
49.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
48.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
48.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
48.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
48.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
48.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
47.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
47.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
46.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
46.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
46.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
46.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
46.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
46.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
45.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
45.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
45.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
45.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
45.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
45.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
45.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
45.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
45.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
44.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
44.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
43.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
43.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
43.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
43.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
43.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
42.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
42.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
42.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
42.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
42.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
41.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
41.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
41.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
41.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
41.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
41.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
41.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
41.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
41.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
41.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
41.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
40.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
40.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
40.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
40.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
40.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
40.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
39.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
39.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
39.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
39.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
39.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
38.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
38.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
38.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
38.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
38.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
38.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
37.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
37.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
37.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
37.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
37.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
37.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
37.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
37.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
37.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
36.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
36.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
36.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
36.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
36.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
36.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
36.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
36.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
36.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
36.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
36.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
36.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
36.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
35.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
35.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
35.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
35.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
35.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
35.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
35.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
34.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
34.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
34.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
34.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
34.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
34.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
34.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
34.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
34.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
33.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
33.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
33.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
32.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
32.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
32.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
32.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
32.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
32.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
32.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
32.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
32.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
31.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
31.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
31.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
31.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
31.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
31.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
30.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
30.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
30.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
30.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
30.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
30.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
30.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
29.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
29.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
29.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
29.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
29.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
28.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
28.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
27.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
27.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
26.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
24.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
