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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.
ITGB6 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
8.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
72.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
71.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
40.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
31.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
26.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
1.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
1.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
1.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 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.
ITGB6 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
14.0
Number of samples
486
Samples
Sample
Description
TPM
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
80.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
78.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
48.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
47.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
47.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
45.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
42.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
39.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
37.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
37.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
36.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
35.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
34.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
34.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
34.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
30.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
30.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
30.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
29.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
8.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
7.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
7.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
7.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
7.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
7.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
7.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
6.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
6.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
6.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
6.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
6.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
6.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
6.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
6.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
6.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
5.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
5.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
5.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
5.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
5.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
5.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
4.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
4.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
4.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
4.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
4.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
4.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
4.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
4.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
4.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
4.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
3.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
3.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
3.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
3.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
3.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
2.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
2.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
1.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ITGB6 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.3
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.
ITGB6 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
12.1
Number of samples
207
Samples
Sample
Description
TPM
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
38.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
36.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
33.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
25.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
7.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
7.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
6.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
6.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
6.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
6.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
6.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
6.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
6.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
5.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
5.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
5.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
4.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
3.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
2.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
2.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
02cde0c0-6840-495b-9b11-007d82_D2
Normal
2.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.8
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.7
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
1.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
1.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
1.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
1.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.9
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.9
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.9
1c070992-647b-4173-a481-904c4d_D2
Normal
0.9
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.9
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.8
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.8
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.7
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.7
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.7
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.6
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
0.6
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.6
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.7
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.7
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.7
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.8
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.8
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.8
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.8
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.8
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.8
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.9
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.9
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.9
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.9
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-1.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-1.3
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
