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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.
TBL2 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
8.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 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.
TBL2 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
16.9
Number of samples
486
Samples
Sample
Description
TPM
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
74.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
53.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
45.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
45.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
45.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
44.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
43.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
42.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
41.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
41.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
41.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
40.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
39.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
38.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
37.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
37.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
37.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
36.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
35.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
35.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
34.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
33.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
33.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
33.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
32.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
32.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
31.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
29.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
7.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
7.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
7.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
7.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
6.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
6.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
6.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
5.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
5.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
5.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
5.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
4.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
4.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
4.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
4.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
4.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
4.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
4.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
4.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
4.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
4.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
3.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
3.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
3.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
3.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
TBL2 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
8.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
26.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.7
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.
TBL2 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
13.2
Number of samples
207
Samples
Sample
Description
TPM
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
37.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
33.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
33.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
31.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
9.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
7.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
6.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
6.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
5.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
5.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
5.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
5.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
4.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
4.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
4.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
4.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
4.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
4.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
4.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.9
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.7
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.7
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
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Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.9
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
