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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.
ST3GAL1 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
6.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
41.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
34.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
34.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
29.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
28.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
22.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
ST3GAL1 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
17.5
Number of samples
486
Samples
Sample
Description
TPM
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
82.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
78.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
68.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
66.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
60.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
58.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
58.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
56.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
54.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
50.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
47.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
47.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
46.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
46.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
45.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
45.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
44.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
43.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
43.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
42.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
42.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
41.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
40.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
39.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
38.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
38.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
37.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
36.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
36.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
36.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
35.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
35.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
35.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
35.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
34.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
34.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
34.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
34.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
33.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
33.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
32.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
32.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
32.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
31.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
30.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
30.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
28.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
7.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
7.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
6.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
6.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
6.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
6.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
6.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
6.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
6.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
6.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
5.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
5.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
5.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
4.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
4.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
4.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
4.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
4.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
4.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
4.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
4.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
4.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
3.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
3.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
2.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
2.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ST3GAL1 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
7.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
36.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
27.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ST3GAL1 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
16.5
Number of samples
207
Samples
Sample
Description
TPM
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
57.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
55.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
50.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
48.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
44.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
40.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
38.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
37.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
36.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
35.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
35.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
33.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
33.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
30.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
29.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
23.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
6.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
5.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
5.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
4.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
4.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
4.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
4.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
4.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
3.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
2.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
1.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
