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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.
VCAM1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
45.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
37.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
35.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
35.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
33.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
30.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
27.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 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.
VCAM1 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
13.6
Number of samples
486
Samples
Sample
Description
TPM
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
58.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
58.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
49.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
47.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
40.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
36.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
36.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
35.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
35.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
35.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
35.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
34.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
31.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
31.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
30.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
29.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
28.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
27.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
7.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
7.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
6.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
6.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
6.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
6.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
6.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
6.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
6.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
5.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
5.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
5.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
5.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
5.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
5.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
5.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
5.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
5.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
5.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
5.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
5.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
5.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
4.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
4.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
4.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
4.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
4.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
4.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
4.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
4.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
3.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
3.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
3.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
3.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
3.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
3.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
3.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
3.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
3.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
2.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
2.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
1.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
VCAM1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
39.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
33.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
26.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.5
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.
VCAM1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.4
Number of samples
207
Samples
Sample
Description
TPM
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
58.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
55.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
51.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
47.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
47.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
44.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
44.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
41.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
38.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
37.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
35.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
35.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
34.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
34.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
34.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
32.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
31.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
31.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
30.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
29.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
28.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
7.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
5.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
4.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
3.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
2.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
2.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
1.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
1.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
1.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.9
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.9
1c070992-647b-4173-a481-904c4d_D2
Normal
0.8
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.8
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.8
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.7
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.7
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.7
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.6
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.6
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.6
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.9
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-1.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-1.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.3
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
