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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.
ASH2L 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
18.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
88.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
67.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
46.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
42.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
41.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
39.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
37.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
37.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
35.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
34.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
33.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
32.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
32.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
31.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
30.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
29.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
28.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
28.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
27.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
27.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
26.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
26.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
25.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
25.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
24.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
24.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
23.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
23.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
23.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
23.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
23.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
22.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
22.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
22.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
22.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
21.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
21.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
20.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
20.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
14.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
ASH2L 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
21.3
Number of samples
486
Samples
Sample
Description
TPM
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
72.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
47.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
46.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
44.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
44.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
43.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
43.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
42.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
41.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
40.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
39.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
38.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
38.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
37.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
35.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
35.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
35.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
35.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
35.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
34.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
33.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
32.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
32.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
32.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
31.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
30.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
30.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
29.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
29.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
27.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
7.4
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.
ASH2L 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
18.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
53.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
50.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
33.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
33.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
30.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
28.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
26.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
26.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
25.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
24.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
21.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
21.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
ASH2L 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
18.8
Number of samples
207
Samples
Sample
Description
TPM
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
93.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
70.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
38.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
35.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
34.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
33.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
33.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
28.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
27.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
5.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
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Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
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Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
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Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
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Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
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Tumor
0.0
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Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.7
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
