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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.
YEATS4 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
21.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
78.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
61.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
55.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
48.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
44.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
43.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
43.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
42.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
42.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
39.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
39.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
38.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
38.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
37.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
37.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
36.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
35.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
35.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
33.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
33.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
32.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
32.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
31.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
31.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
31.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
31.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
30.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
30.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
30.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
30.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
29.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
29.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
28.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
28.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
28.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
28.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
28.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
27.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
27.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
27.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
27.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
27.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
27.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
27.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
27.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
27.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
26.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
26.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
25.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
25.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
25.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
25.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
24.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
24.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
24.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
24.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
24.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
23.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
23.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
23.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
23.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
23.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
23.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
22.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
21.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
21.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
20.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 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.
YEATS4 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.2
Number of samples
486
Samples
Sample
Description
TPM
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
56.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
34.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
34.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
31.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
5.9
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.
YEATS4 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
21.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
57.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
39.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
38.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
38.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
38.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
36.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
36.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
34.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
32.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
31.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
30.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
29.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
29.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
29.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
28.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
27.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
27.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
26.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
26.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
24.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
24.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
24.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
24.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
24.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
23.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
23.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
YEATS4 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.8
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
7.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
5.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
1.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.8
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.6
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.7
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.7
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-1.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-1.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
