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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.
B3GALT6 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
9.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
20.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 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.
B3GALT6 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
10.7
Number of samples
486
Samples
Sample
Description
TPM
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
9.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
7.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
7.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
7.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
7.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
7.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
6.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
6.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
6.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
6.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
6.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
6.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
6.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
6.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
6.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
6.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
6.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
6.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
6.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
6.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
6.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
6.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
5.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
5.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
5.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
5.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
5.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
5.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
4.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
4.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
B3GALT6 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
9.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
20.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 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.
B3GALT6 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
10.0
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
7.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
6.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
6.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
5.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
5.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
4.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
3.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.9
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.7
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.9
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.9
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-1.0
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
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_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
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
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
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_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
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
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
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
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
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
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
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
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
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
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
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
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
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
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
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
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
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
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
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
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
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
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
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
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_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
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
