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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.
B4GALT2 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
30.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
69.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
57.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
55.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
55.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
54.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
54.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
52.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
51.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
50.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
50.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
48.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
47.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
46.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
44.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
43.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
43.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
43.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
42.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
42.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
42.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
42.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
42.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
41.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
41.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
40.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
40.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
40.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
39.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
39.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
39.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
39.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
39.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
39.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
39.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
39.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
39.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
39.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
38.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
38.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
38.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
38.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
38.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
38.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
38.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
38.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
38.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
38.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
38.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
37.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
37.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
37.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
37.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
36.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
36.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
36.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
36.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
36.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
36.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
36.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
35.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
35.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
35.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
35.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
35.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
35.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
35.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
35.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
35.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
35.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
34.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
34.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
34.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
34.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
34.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
34.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
34.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
34.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
34.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
34.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
34.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
33.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
33.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
33.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
33.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
33.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
33.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
33.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
33.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
33.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
33.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
33.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
33.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
33.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
33.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
32.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
32.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
32.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
32.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
32.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
32.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
32.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
32.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
32.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
32.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
32.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
31.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
31.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
31.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
31.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
31.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
31.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
31.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
31.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
31.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
31.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
31.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
31.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
31.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
31.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
30.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
30.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
30.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
30.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
30.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
30.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
30.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
30.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
30.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
30.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
29.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
29.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
29.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
29.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
29.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
29.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
29.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
29.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
29.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
28.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
28.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
28.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
28.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
28.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
28.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
28.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
28.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
28.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
28.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
28.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
28.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
28.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
28.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
28.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
28.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
27.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
27.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
27.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
26.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
26.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
26.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
26.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
26.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
26.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
26.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
26.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
26.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
26.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
26.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
26.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
26.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
26.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
25.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
25.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
25.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
25.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
25.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
24.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
24.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
24.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
24.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
24.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
23.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
23.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
23.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
23.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
22.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
22.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
22.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
22.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
21.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
20.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
19.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
B4GALT2 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
28.9
Number of samples
486
Samples
Sample
Description
TPM
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
76.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
55.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
54.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
53.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
53.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
53.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
51.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
51.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
49.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
48.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
48.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
48.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
47.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
47.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
46.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
46.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
46.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
46.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
45.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
45.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
45.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
44.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
44.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
44.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
44.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
44.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
43.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
43.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
43.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
43.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
43.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
43.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
42.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
42.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
42.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
42.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
42.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
42.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
41.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
41.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
41.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
41.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
41.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
41.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
40.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
40.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
40.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
40.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
39.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
38.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
38.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
38.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
38.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
38.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
38.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
38.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
38.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
38.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
38.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
37.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
37.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
37.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
37.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
37.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
37.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
37.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
37.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
37.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
37.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
37.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
36.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
36.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
36.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
36.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
36.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
36.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
36.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
36.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
36.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
36.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
36.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
36.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
36.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
36.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
35.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
35.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
35.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
35.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
35.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
35.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
35.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
35.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
35.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
34.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
34.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
34.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
34.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
34.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
34.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
34.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
34.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
34.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
34.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
33.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
33.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
33.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
33.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
33.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
33.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
33.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
33.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
32.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
32.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
32.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
32.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
32.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
32.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
31.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
31.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
31.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
31.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
31.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
30.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
30.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
30.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
30.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
30.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
29.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
29.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
29.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
28.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
28.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
28.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
27.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
27.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
26.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
26.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
B4GALT2 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
30.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
61.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
49.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
49.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
46.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
46.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
45.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
43.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
42.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
42.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
42.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
41.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
40.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
39.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
39.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
38.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
38.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
38.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
38.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
38.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
37.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
36.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
36.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
36.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
36.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
35.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
35.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
34.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
33.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
32.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
32.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
32.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
31.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
31.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
31.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
31.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
31.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
30.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
30.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
30.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
30.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
30.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
30.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
29.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
29.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
29.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
29.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
29.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
28.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
28.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
28.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
27.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
27.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
27.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
25.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
25.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
25.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
25.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
24.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
24.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
24.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
23.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
23.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
23.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
21.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
19.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
18.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
B4GALT2 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
27.2
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
57.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
47.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
43.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
43.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
41.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
41.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
40.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
40.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
40.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
39.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
39.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
39.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
38.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
38.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
37.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
37.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
37.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
37.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
36.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
36.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
36.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
35.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
35.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
35.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
35.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
35.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
35.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
34.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
34.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
34.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
34.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
34.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
33.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
33.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
33.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
33.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
33.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
32.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
31.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
31.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
30.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
30.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
30.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
30.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
30.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
30.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
30.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
29.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
29.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
29.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
29.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
29.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
29.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
27.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
27.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
27.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
26.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
26.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
24.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_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
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
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
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
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
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
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
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
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
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_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
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
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
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
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
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
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
5271982c-5de1-4d6e-b414-b1f3ef_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
