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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.
GALNT11 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
17.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
36.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
34.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
33.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
30.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
28.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
28.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
28.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
28.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
27.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
27.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
26.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
26.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
25.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
25.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
25.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
24.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
24.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
24.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
24.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
23.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
23.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
23.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
21.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
21.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
18.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
18.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
17.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 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.
GALNT11 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
24.6
Number of samples
486
Samples
Sample
Description
TPM
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
57.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
51.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
49.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
49.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
48.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
46.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
45.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
44.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
43.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
42.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
41.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
41.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
41.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
41.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
40.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
40.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
39.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
39.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
39.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
38.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
38.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
38.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
37.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
37.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
37.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
36.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
36.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
36.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
36.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
36.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
36.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
36.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
36.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
36.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
35.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
34.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
34.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
34.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
34.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
34.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
34.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
33.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
33.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
33.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
33.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
33.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
32.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
32.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
32.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
32.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
32.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
31.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
31.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
31.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
31.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
30.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
30.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
30.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
30.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
29.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
29.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
29.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
28.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
28.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
27.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
26.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
6.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
3.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
3.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GALNT11 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
18.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
31.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
31.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
30.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
30.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
29.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
27.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
27.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
26.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
26.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
23.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.1
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.
GALNT11 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
25.7
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
52.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
52.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
46.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
44.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
41.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
41.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
39.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
39.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
39.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
38.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
38.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
37.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
37.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
36.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
36.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
36.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
36.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
35.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
35.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
35.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
35.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
35.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
35.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
34.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
34.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
34.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
34.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
34.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
33.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
33.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
33.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
32.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
32.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
31.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
31.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
30.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
30.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
30.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
29.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
28.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
27.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
25.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
23.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.