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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.
C1GALT1 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
19.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
65.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
64.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
56.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
48.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
46.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
45.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
43.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
42.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
39.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
36.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
36.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
34.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
34.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
34.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
33.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
33.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
33.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
32.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
32.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
31.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
30.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
29.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
29.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
28.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
26.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
26.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
26.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
26.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
26.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
26.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
25.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
25.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
24.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
24.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
24.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
24.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
22.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
22.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
21.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
21.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
18.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
15.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 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.
C1GALT1 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
25.7
Number of samples
486
Samples
Sample
Description
TPM
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
72.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
66.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
63.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
62.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
57.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
57.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
54.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
54.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
53.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
53.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
53.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
48.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
46.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
45.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
45.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
45.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
45.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
45.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
44.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
44.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
43.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
43.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
43.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
43.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
42.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
42.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
41.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
41.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
41.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
40.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
40.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
40.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
40.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
40.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
39.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
39.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
39.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
39.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
39.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
39.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
38.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
38.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
38.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
37.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
37.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
37.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
37.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
37.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
37.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
36.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
36.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
36.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
36.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
36.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
35.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
35.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
35.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
35.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
34.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
34.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
34.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
33.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
33.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
33.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
33.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
33.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
33.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
33.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
33.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
32.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
32.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
32.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
32.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
32.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
32.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
32.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
32.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
31.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
31.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
31.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
31.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
31.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
31.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
31.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
31.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
30.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
30.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
30.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
30.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
30.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
29.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
27.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
24.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
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.
C1GALT1 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
19.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
43.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
41.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
39.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
39.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
34.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
33.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
30.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
30.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
29.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
28.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
27.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
27.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
27.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
24.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
24.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
22.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
21.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
20.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
19.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
18.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
C1GALT1 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
24.4
Number of samples
207
Samples
Sample
Description
TPM
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
57.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
51.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
50.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
48.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
47.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
45.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
43.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
43.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
42.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
39.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
39.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
38.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
37.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
36.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
36.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
36.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
35.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
34.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
34.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
34.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
34.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
33.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
33.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
33.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
32.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
32.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
31.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
31.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
30.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
29.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
29.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
29.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
29.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
27.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
27.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
27.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.7
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.7
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.9
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.9
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
