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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.
PCYT2 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
31.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
67.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
63.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
59.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
59.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
58.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
58.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
57.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
56.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
56.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
53.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
52.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
52.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
52.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
51.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
51.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
51.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
51.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
50.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
49.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
49.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
48.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
48.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
48.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
47.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
47.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
47.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
46.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
46.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
46.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
46.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
44.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
44.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
43.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
43.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
43.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
43.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
42.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
42.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
42.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
42.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
41.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
41.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
41.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
41.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
40.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
40.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
39.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
39.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
39.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
39.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
39.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
39.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
39.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
38.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
38.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
38.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
38.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
38.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
38.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
37.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
37.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
37.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
37.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
37.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
37.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
37.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
36.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
36.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
36.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
36.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
35.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
35.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
35.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
35.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
35.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
35.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
35.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
34.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
34.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
34.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
34.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
34.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
34.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
34.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
34.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
34.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
34.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
34.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
33.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
33.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
33.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
33.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
33.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
33.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
33.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
33.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
33.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
32.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
32.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
32.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
32.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
32.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
32.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
32.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
32.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
32.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
31.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
31.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
31.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
31.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
31.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
31.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
31.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
31.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
31.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
31.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
31.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
30.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
30.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
30.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
30.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
30.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
30.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
30.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
30.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
29.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
28.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
28.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
28.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
28.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
28.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
28.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
28.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
28.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
27.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
27.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
27.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
27.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
27.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
27.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
27.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
27.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
27.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
27.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
27.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
27.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
27.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
26.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
26.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
26.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
26.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
26.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
26.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
25.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
25.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
25.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
25.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
25.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
24.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
24.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
24.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
24.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
24.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
24.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
24.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
23.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
23.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
23.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
20.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
20.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
18.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 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.
PCYT2 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.4
Number of samples
486
Samples
Sample
Description
TPM
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
77.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
59.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
49.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
46.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
46.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
46.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
44.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
42.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
41.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
40.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
40.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
39.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
39.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
38.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
37.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
37.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
36.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
36.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
36.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
35.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
35.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
35.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
34.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
34.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
33.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
33.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
33.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
33.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
33.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
32.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
32.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
32.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
32.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
31.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
31.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
31.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
30.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
30.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
30.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
29.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
28.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
28.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
27.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
26.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
26.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
20.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
PCYT2 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
71.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
64.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
53.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
50.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
50.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
49.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
45.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
45.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
44.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
40.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
39.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
38.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
38.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
36.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
36.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
36.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
36.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
36.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
35.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
35.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
35.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
33.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
33.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
33.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
32.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
32.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
32.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
31.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
31.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
30.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
30.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
30.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
29.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
29.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
29.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
28.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
28.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
28.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
28.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
28.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
28.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
27.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
26.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
24.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
24.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
23.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
21.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 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.
PCYT2 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
17.0
Number of samples
207
Samples
Sample
Description
TPM
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
52.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
45.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
38.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
38.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
33.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
31.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.7
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.6
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.6
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
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Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
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Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
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Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
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Normal
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.6
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.8
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
