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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.
TWF2 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
34.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
76.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
76.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
67.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
66.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
64.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
62.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
61.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
59.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
57.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
56.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
56.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
56.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
56.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
56.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
56.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
55.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
54.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
54.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
53.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
53.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
52.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
52.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
51.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
51.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
51.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
50.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
50.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
50.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
50.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
50.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
50.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
49.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
49.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
48.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
48.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
48.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
47.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
47.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
47.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
47.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
46.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
46.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
46.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
46.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
45.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
45.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
45.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
45.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
44.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
44.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
43.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
43.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
43.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
43.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
43.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
43.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
43.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
42.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
42.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
42.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
42.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
42.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
41.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
41.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
41.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
41.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
41.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
41.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
41.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
41.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
41.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
40.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
40.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
39.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
39.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
39.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
39.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
39.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
39.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
39.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
39.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
38.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
38.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
38.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
38.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
38.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
37.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
37.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
37.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
37.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
37.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
37.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
36.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
36.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
36.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
36.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
35.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
35.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
35.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
35.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
35.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
35.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
35.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
35.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
35.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
35.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
35.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
35.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
35.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
34.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
34.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
34.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
34.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
34.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
34.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
34.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
34.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
34.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
33.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
33.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
33.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
33.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
33.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
33.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
33.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
33.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
33.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
33.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
32.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
32.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
32.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
32.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
32.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
32.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
32.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
32.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
32.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
32.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
32.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
31.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
31.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
31.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
31.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
31.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
31.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
31.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
31.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
31.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
31.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
31.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
31.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
31.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
31.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
31.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
30.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
30.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
30.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
30.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
30.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
30.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
30.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
30.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
30.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
30.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
29.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
29.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
29.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
29.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
28.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
28.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
28.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
28.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
27.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
27.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
27.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
27.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
27.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
27.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
27.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
27.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
26.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
26.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
26.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
25.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
25.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
25.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
24.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
24.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
24.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
24.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
23.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
23.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
23.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
22.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
22.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
22.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
21.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
21.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
19.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TWF2 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
21.9
Number of samples
486
Samples
Sample
Description
TPM
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
49.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
48.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
48.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
47.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
46.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
45.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
44.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
43.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
43.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
42.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
42.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
42.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
42.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
41.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
41.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
40.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
40.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
39.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
39.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
39.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
39.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
38.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
38.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
38.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
37.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
37.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
37.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
36.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
36.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
35.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
35.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
35.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
35.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
34.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
33.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
33.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
33.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
33.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
32.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
32.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
32.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
32.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
32.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
32.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
31.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
31.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
31.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
30.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
30.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
29.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TWF2 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
31.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
64.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
61.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
59.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
57.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
52.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
51.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
51.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
51.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
48.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
44.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
44.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
43.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
43.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
42.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
42.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
42.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
41.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
40.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
40.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
40.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
40.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
40.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
39.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
39.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
38.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
37.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
37.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
37.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
36.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
36.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
35.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
34.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
34.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
34.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
33.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
32.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
32.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
32.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
31.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
31.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
30.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
29.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
29.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
29.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
29.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
28.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
28.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
28.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
28.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
28.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
28.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
27.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
27.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
27.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
27.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
27.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
26.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
26.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
26.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
26.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
26.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
25.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
25.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
24.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
23.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TWF2 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
19.3
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
47.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
45.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
42.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
41.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
39.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
34.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
34.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
33.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
33.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
32.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
32.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
31.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
27.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
5.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
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Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
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Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
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Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
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Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
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Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
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Normal
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
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Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.5
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
