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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.
ST6GALNAC6 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
16.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
173.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
133.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
95.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
76.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
72.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
69.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
62.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
58.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
57.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
48.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
44.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
40.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
40.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
40.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
37.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
36.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
34.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
34.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
33.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
33.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
33.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
33.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
33.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
32.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
32.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
30.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
30.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
30.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
30.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
29.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
28.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
27.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
27.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
27.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
26.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
24.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
19.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
18.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
ST6GALNAC6 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
20.0
Number of samples
486
Samples
Sample
Description
TPM
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
145.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
125.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
97.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
88.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
81.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
78.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
76.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
75.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
74.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
73.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
69.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
68.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
67.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
66.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
64.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
62.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
57.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
57.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
56.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
56.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
55.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
53.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
52.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
51.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
51.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
51.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
51.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
50.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
50.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
50.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
49.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
46.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
46.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
44.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
43.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
43.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
41.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
39.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
38.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
38.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
38.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
37.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
37.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
37.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
37.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
37.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
36.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
36.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
36.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
36.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
36.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
36.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
36.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
36.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
35.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
34.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
33.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
33.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
33.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
33.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
33.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
32.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
32.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
32.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
32.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
32.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
31.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
31.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
31.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
30.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
28.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
28.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
8.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
8.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
7.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
6.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
6.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
6.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
6.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
6.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
6.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
5.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
5.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
5.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
5.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
5.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
5.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
5.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
5.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
4.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
4.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
4.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
3.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
3.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
3.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
2.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
2.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ST6GALNAC6 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
23.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
184.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
117.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
87.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
80.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
79.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
55.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
50.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
50.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
47.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
45.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
45.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
44.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
44.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
42.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
40.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
37.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
37.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
37.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
36.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
33.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
31.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
30.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
29.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
28.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
23.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
18.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ST6GALNAC6 is potential prognostic, high expression is unfavorable 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
36.8
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
160.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
119.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
116.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
111.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
102.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
97.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
96.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
96.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
94.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
89.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
89.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
89.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
88.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
88.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
87.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
86.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
86.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
81.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
79.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
76.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
75.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
72.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
72.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
71.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
70.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
70.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
69.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
68.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
68.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
66.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
64.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
64.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
63.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
62.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
59.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
59.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
59.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
59.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
58.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
57.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
57.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
57.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
57.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
56.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
55.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
54.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
51.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
51.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
50.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
50.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
49.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
49.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
49.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
49.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
48.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
48.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
48.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
48.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
47.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
47.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
47.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
47.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
46.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
46.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
46.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
46.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
45.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
45.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
45.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
45.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
44.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
43.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
43.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
42.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
42.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
42.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
42.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
41.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
41.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
41.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
40.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
40.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
39.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
39.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
38.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
38.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
37.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
36.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
35.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
35.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
34.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
34.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
33.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
33.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
33.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
33.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
33.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
32.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
32.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
32.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
32.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
31.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
31.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
31.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
30.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
30.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
29.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
28.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
6.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
6.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
6.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
5.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
5.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
5.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
5.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
348f6009-e1be-44d2-a093-9ca844_D2
Normal
2.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
2.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
2.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
1.8
963fc8db-f412-4427-a198-23f660_D2
Normal
1.7
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
1.6
5e886f1c-8165-4232-9591-d80799_D2
Normal
1.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
1.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
1.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
1.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
1.1
82157a70-12f1-4913-b548-d98881_D2
Normal
1.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
1.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
1.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.9
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.9
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.9
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.8
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.8
8cc7e656-0152-4359-8566-0581c3
Tumor
0.7
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.7
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.7
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.7
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.6
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.7
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.7
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.8
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.8
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.8
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.8
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.8
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.8
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.8
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.9
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-1.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-1.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-1.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-1.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-1.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
-1.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-1.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-1.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-1.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-1.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-1.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-1.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-1.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-1.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_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
