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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.
EFCAB14 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
21.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
66.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
62.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
60.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
56.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
52.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
52.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
52.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
52.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
47.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
46.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
40.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
39.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
39.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
38.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
38.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
38.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
36.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
36.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
36.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
36.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
36.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
35.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
35.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
34.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
34.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
33.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
33.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
33.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
32.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
32.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
32.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
32.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
32.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
31.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
31.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
31.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
31.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
31.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
31.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
30.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
30.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
30.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
30.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
29.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
29.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
29.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
29.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
28.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
28.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
28.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
27.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
27.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
27.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
27.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
27.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
26.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
26.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
25.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
25.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
24.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
23.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
23.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
23.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
23.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
21.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
21.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
EFCAB14 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
49.8
Number of samples
486
Samples
Sample
Description
TPM
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
188.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
167.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
148.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
132.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
105.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
101.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
99.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
99.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
98.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
95.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
91.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
90.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
87.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
83.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
82.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
82.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
81.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
81.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
80.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
78.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
78.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
77.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
76.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
76.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
76.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
76.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
76.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
75.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
75.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
74.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
73.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
73.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
73.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
73.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
72.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
72.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
72.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
71.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
70.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
70.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
69.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
69.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
69.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
69.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
68.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
68.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
68.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
68.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
68.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
68.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
67.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
67.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
67.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
67.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
67.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
66.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
66.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
66.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
65.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
65.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
65.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
65.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
65.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
65.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
64.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
64.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
64.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
63.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
63.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
63.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
63.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
63.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
63.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
62.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
62.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
62.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
62.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
62.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
62.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
62.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
61.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
61.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
61.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
61.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
61.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
61.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
61.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
60.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
60.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
60.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
60.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
60.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
60.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
60.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
59.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
59.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
59.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
59.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
59.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
59.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
59.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
59.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
59.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
58.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
58.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
58.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
58.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
58.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
58.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
58.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
58.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
58.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
58.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
58.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
58.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
58.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
58.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
58.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
57.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
57.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
57.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
57.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
57.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
57.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
57.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
57.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
57.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
56.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
56.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
56.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
56.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
56.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
56.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
56.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
56.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
56.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
56.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
56.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
56.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
56.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
55.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
55.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
55.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
55.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
55.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
55.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
55.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
55.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
55.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
55.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
55.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
55.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
55.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
55.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
54.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
54.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
54.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
54.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
54.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
54.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
54.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
54.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
53.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
53.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
53.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
53.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
53.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
53.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
53.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
53.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
53.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
53.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
53.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
52.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
52.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
52.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
52.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
52.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
52.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
52.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
52.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
52.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
52.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
52.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
52.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
51.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
51.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
51.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
51.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
51.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
51.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
51.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
51.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
51.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
50.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
50.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
50.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
50.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
50.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
50.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
50.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
50.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
50.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
50.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
50.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
50.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
50.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
50.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
50.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
50.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
50.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
50.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
50.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
49.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
49.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
49.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
49.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
49.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
49.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
49.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
49.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
49.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
49.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
49.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
49.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
48.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
48.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
48.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
48.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
48.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
48.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
48.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
48.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
48.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
48.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
48.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
48.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
48.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
48.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
48.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
48.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
48.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
47.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
47.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
47.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
47.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
47.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
47.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
47.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
47.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
47.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
47.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
47.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
47.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
47.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
46.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
46.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
46.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
46.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
46.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
46.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
46.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
46.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
46.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
46.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
46.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
46.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
46.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
46.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
45.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
45.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
45.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
45.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
45.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
45.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
45.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
45.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
45.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
45.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
45.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
45.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
45.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
45.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
45.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
45.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
44.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
44.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
44.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
44.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
44.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
44.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
44.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
44.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
44.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
44.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
44.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
44.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
43.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
43.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
43.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
43.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
43.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
43.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
43.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
43.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
43.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
43.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
43.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
43.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
43.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
43.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
42.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
42.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
42.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
42.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
42.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
42.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
42.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
42.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
42.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
42.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
42.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
42.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
42.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
42.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
42.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
42.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
41.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
41.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
41.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
41.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
41.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
41.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
41.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
41.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
41.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
41.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
41.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
41.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
41.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
40.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
40.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
40.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
40.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
40.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
40.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
40.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
40.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
40.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
40.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
40.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
40.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
40.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
40.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
40.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
40.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
40.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
39.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
39.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
39.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
39.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
39.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
39.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
39.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
39.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
39.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
39.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
39.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
39.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
39.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
39.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
38.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
38.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
38.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
38.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
38.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
38.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
38.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
38.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
38.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
37.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
37.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
37.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
37.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
37.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
37.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
37.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
37.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
37.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
37.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
37.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
37.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
37.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
37.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
36.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
36.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
36.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
36.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
36.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
36.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
35.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
35.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
35.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
35.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
35.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
35.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
35.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
35.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
35.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
35.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
35.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
35.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
35.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
35.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
34.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
34.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
34.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
34.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
34.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
34.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
34.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
34.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
33.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
33.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
33.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
33.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
33.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
33.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
33.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
32.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
32.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
32.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
32.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
31.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
31.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
31.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
31.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
30.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
29.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
29.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
29.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
28.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
28.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
27.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
27.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EFCAB14 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
20.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
57.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
50.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
44.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
40.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
37.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
35.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
34.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
34.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
33.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
33.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
32.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
32.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
31.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
30.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
30.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
30.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
29.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
29.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
29.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
28.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
28.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
27.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
26.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
26.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
25.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
23.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
18.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.5
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.
EFCAB14 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
45.5
Number of samples
207
Samples
Sample
Description
TPM
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
103.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
100.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
99.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
97.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
91.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
87.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
85.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
82.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
82.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
81.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
75.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
73.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
72.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
70.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
69.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
68.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
68.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
68.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
67.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
66.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
65.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
63.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
63.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
63.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
62.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
60.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
60.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
60.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
60.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
59.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
59.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
59.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
58.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
58.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
58.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
58.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
57.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
57.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
56.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
56.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
56.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
56.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
55.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
55.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
55.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
55.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
54.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
54.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
53.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
53.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
53.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
53.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
53.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
52.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
52.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
52.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
52.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
51.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
51.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
51.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
50.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
50.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
50.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
50.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
50.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
50.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
50.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
49.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
49.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
49.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
49.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
49.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
49.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
48.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
48.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
48.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
48.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
48.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
48.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
47.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
47.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
46.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
46.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
46.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
46.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
46.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
45.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
45.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
45.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
45.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
45.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
45.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
44.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
44.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
44.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
44.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
44.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
44.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
44.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
43.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
43.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
43.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
43.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
43.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
42.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
42.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
42.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
42.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
42.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
42.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
42.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
42.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
42.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
42.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
41.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
41.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
41.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
41.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
41.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
41.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
41.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
40.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
40.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
40.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
39.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
39.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
39.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
39.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
39.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
39.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
39.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
39.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
39.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
39.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
38.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
38.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
38.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
38.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
38.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
38.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
38.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
38.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
38.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
37.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
37.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
37.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
36.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
36.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
36.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
36.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
35.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
35.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
35.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
35.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
35.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
35.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
34.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
34.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
34.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
34.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
34.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
34.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
34.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
33.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
33.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
33.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
33.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
33.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
33.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
33.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
32.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
32.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
31.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
31.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
31.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
30.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
30.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
30.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
30.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
30.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
29.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
29.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
29.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
28.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
28.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
0f238226-864c-4de0-8c61-01e729_D2
Tumor
1.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
1.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
1.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.7
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
