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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.
ITGA4 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
3.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
1.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
1.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
1.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 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.
ITGA4 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
11.7
Number of samples
486
Samples
Sample
Description
TPM
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
36.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
8.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
7.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
6.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
6.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
6.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
6.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
6.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
6.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
5.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
5.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
5.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
5.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
5.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
5.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
4.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
4.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
4.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
4.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
4.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
4.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
4.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
4.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
3.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
ITGA4 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
3.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 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.
ITGA4 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
11.3
Number of samples
207
Samples
Sample
Description
TPM
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
8.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
6.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
6.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
5.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
5.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
5.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
4.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
4.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
4.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
4.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
4.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.5
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
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.9
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.8
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.7
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.6
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.7
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.7
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.7
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.8
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.9
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
