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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.
BCL9L 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
14.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
73.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
49.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
43.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
35.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
34.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
34.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
32.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
31.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
30.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
29.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
27.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
27.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
26.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
24.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
24.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
22.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 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.
BCL9L 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
38.7
Number of samples
486
Samples
Sample
Description
TPM
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
120.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
116.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
109.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
102.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
93.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
93.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
87.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
79.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
78.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
77.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
77.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
74.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
71.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
70.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
70.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
70.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
68.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
66.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
66.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
66.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
64.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
64.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
63.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
63.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
63.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
62.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
62.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
62.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
61.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
61.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
60.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
59.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
59.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
58.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
58.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
58.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
57.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
57.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
57.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
57.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
56.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
56.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
56.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
55.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
54.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
54.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
54.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
54.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
54.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
54.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
54.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
53.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
53.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
53.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
53.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
53.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
52.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
52.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
52.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
52.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
52.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
52.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
52.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
51.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
51.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
51.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
50.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
50.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
50.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
50.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
50.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
50.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
50.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
49.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
49.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
49.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
49.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
49.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
49.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
49.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
48.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
48.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
48.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
48.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
48.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
48.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
48.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
48.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
48.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
48.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
48.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
48.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
47.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
47.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
47.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
47.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
47.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
47.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
46.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
46.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
46.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
46.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
46.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
46.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
46.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
46.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
46.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
46.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
45.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
45.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
45.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
45.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
45.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
45.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
45.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
45.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
45.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
45.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
45.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
45.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
45.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
44.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
44.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
44.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
44.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
44.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
43.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
43.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
43.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
43.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
43.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
43.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
43.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
43.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
43.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
43.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
43.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
43.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
43.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
43.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
43.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
42.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
42.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
42.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
42.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
42.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
42.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
42.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
42.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
42.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
42.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
42.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
42.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
42.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
41.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
41.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
41.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
41.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
41.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
41.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
41.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
41.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
41.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
41.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
41.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
41.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
41.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
41.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
41.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
41.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
40.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
40.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
40.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
40.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
40.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
40.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
40.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
40.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
40.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
40.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
40.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
40.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
39.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
39.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
39.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
39.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
39.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
39.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
39.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
39.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
38.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
38.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
38.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
38.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
38.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
38.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
38.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
38.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
38.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
38.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
38.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
38.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
38.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
38.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
38.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
38.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
37.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
37.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
37.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
37.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
37.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
37.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
37.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
37.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
37.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
37.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
37.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
37.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
37.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
37.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
37.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
37.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
37.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
37.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
37.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
37.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
37.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
37.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
37.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
36.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
36.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
36.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
36.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
36.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
36.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
36.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
36.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
36.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
36.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
36.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
36.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
36.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
36.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
36.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
36.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
36.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
36.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
35.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
35.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
35.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
35.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
35.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
35.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
35.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
35.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
35.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
35.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
35.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
35.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
35.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
35.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
35.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
35.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
34.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
34.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
34.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
34.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
34.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
34.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
34.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
34.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
34.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
34.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
34.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
34.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
34.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
34.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
34.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
33.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
33.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
33.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
33.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
33.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
33.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
33.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
33.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
33.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
33.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
33.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
33.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
33.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
33.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
33.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
33.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
33.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
33.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
33.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
32.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
32.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
32.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
32.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
32.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
32.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
32.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
32.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
32.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
32.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
32.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
32.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
32.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
32.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
32.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
31.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
31.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
31.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
31.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
31.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
31.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
31.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
31.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
31.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
31.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
31.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
30.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
30.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
30.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
30.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
30.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
30.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
29.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
29.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
29.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
29.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
29.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
28.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
28.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
28.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
28.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
27.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
26.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
26.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
25.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
BCL9L 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
12.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
38.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
18.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.5
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.
BCL9L 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
35.0
Number of samples
207
Samples
Sample
Description
TPM
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
76.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
66.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
66.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
66.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
64.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
63.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
63.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
63.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
61.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
59.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
59.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
58.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
57.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
56.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
56.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
56.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
55.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
55.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
55.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
51.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
51.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
51.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
50.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
50.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
49.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
49.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
48.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
48.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
47.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
47.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
47.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
46.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
46.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
46.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
45.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
45.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
45.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
44.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
44.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
44.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
43.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
43.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
43.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
43.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
42.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
42.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
42.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
42.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
41.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
41.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
41.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
40.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
40.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
40.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
40.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
39.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
39.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
39.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
39.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
38.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
38.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
38.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
38.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
38.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
38.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
38.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
38.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
38.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
38.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
37.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
37.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
37.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
37.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
36.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
36.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
36.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
36.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
36.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
36.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
36.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
35.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
35.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
35.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
35.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
35.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
35.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
35.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
35.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
35.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
34.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
34.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
34.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
34.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
34.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
34.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
34.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
33.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
33.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
33.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
33.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
33.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
33.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
33.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
33.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
32.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
32.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
31.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
31.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
31.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
31.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
31.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
30.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
30.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
30.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
30.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
30.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
29.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
29.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
29.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
29.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
29.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
29.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
29.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
28.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
28.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
28.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
27.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
26.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
25.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
25.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.6
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
1.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
1.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
1.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
1.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
1.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
1.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.9
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.9
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.9
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.9
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.9
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.8
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.8
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.7
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.7
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.6
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.6
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.7
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.8
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-1.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-1.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.8
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
