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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.
TAB1 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
11.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
TAB1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.2
Number of samples
486
Samples
Sample
Description
TPM
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
6.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
5.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TAB1 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
11.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TAB1 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
10.8
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
5.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
5.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.7
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.6
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.6
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-1.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-5.4
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
