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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.
STAM2 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
6.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 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.
STAM2 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.1
Number of samples
486
Samples
Sample
Description
TPM
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
6.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
6.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
6.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
4.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
4.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
STAM2 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
6.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
STAM2 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
9.6
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
7.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
7.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
7.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
6.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
6.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
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Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
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Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.6
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.7
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.7
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-1.0
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
