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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.
FLAD1 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
32.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
66.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
63.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
59.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
58.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
57.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
54.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
54.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
53.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
52.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
51.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
49.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
49.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
49.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
48.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
48.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
48.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
48.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
47.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
47.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
46.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
46.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
46.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
45.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
45.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
45.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
45.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
44.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
44.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
43.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
42.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
42.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
41.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
41.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
41.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
41.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
41.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
40.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
40.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
40.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
40.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
40.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
39.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
39.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
39.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
39.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
38.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
38.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
38.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
38.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
38.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
38.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
38.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
38.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
38.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
37.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
37.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
37.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
37.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
37.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
37.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
37.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
37.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
36.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
36.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
36.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
36.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
36.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
36.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
35.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
35.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
35.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
35.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
35.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
35.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
35.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
35.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
34.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
34.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
34.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
34.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
34.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
34.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
34.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
34.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
34.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
34.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
33.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
33.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
33.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
33.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
33.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
33.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
33.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
33.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
33.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
32.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
32.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
32.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
32.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
32.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
32.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
32.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
32.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
32.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
32.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
31.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
31.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
31.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
31.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
31.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
31.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
31.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
31.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
31.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
31.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
31.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
30.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
30.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
30.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
30.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
30.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
30.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
30.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
30.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
30.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
30.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
30.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
30.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
30.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
30.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
30.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
30.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
29.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
29.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
29.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
29.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
29.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
29.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
29.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
29.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
29.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
29.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
29.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
29.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
28.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
28.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
28.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
28.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
28.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
28.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
28.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
28.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
28.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
28.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
28.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
27.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
27.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
27.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
27.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
27.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
27.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
27.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
27.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
26.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
26.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
26.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
26.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
26.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
26.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
26.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
26.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
26.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
26.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
26.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
25.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
25.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
25.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
25.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
25.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
25.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
25.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
25.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
25.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
25.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
24.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
24.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
24.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
24.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
24.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
24.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
24.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
23.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
23.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
23.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
23.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
23.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
23.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
22.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
22.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
21.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
20.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
FLAD1 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
27.3
Number of samples
486
Samples
Sample
Description
TPM
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
86.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
60.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
58.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
55.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
53.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
52.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
51.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
50.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
49.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
49.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
49.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
48.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
48.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
47.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
45.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
45.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
45.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
45.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
45.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
45.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
45.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
44.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
43.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
42.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
42.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
42.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
41.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
41.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
40.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
39.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
39.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
39.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
39.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
39.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
39.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
38.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
38.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
38.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
38.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
37.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
37.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
37.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
37.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
37.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
37.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
36.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
36.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
36.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
36.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
36.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
36.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
36.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
36.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
36.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
36.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
36.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
35.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
35.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
35.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
35.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
35.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
35.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
35.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
34.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
34.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
34.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
34.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
34.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
34.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
34.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
34.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
33.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
33.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
33.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
33.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
33.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
33.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
33.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
33.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
32.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
32.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
32.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
32.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
32.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
32.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
32.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
32.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
31.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
31.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
31.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
31.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
30.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
30.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
30.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
30.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
30.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
30.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
30.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
30.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
29.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
29.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
29.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
28.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
28.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
28.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
27.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
26.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
FLAD1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
31.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
63.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
48.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
47.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
47.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
47.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
46.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
45.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
44.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
42.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
42.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
41.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
41.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
40.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
40.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
39.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
38.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
38.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
38.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
38.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
37.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
37.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
37.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
37.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
37.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
36.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
36.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
35.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
35.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
35.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
35.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
34.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
34.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
34.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
33.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
33.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
33.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
32.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
32.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
32.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
32.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
32.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
31.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
31.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
31.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
30.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
30.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
30.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
29.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
29.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
28.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
28.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
28.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
27.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
27.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
27.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
27.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
26.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
25.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
25.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
24.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
24.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
24.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
24.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
24.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
24.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
23.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
21.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FLAD1 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
25.4
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
56.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
48.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
46.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
44.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
43.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
41.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
41.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
39.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
39.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
39.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
38.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
36.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
36.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
35.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
33.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
33.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
33.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
33.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
33.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
33.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
32.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
32.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
32.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
31.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
31.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
31.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
31.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
31.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
31.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
30.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
30.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
30.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
29.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
29.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
29.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
28.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
27.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
26.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
26.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
23.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
1.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.8
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.8
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.8
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.8
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
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Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
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Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
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Tumor
0.1
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Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
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Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
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Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
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Tumor
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
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Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
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Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.6
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
