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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.
UTP4 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
24.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
67.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
54.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
47.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
47.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
46.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
45.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
45.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
45.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
44.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
43.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
42.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
42.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
41.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
41.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
40.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
40.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
39.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
39.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
39.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
39.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
39.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
39.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
39.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
38.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
38.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
37.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
37.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
36.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
36.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
36.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
36.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
35.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
35.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
34.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
34.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
34.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
34.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
34.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
33.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
33.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
33.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
33.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
32.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
32.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
32.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
32.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
32.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
32.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
31.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
31.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
30.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
30.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
30.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
30.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
29.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
29.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
29.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
29.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
29.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
29.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
29.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
28.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
28.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
28.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
28.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
28.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
28.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
28.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
28.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
27.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
27.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
27.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
27.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
27.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
27.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
26.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
26.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
26.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
26.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
26.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
26.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
26.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
26.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
26.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
26.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
25.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
25.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
25.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
25.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
25.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
25.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
25.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
24.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
24.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
24.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
24.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
23.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
23.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
23.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
22.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
22.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
22.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
21.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
20.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
20.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
18.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
UTP4 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
30.3
Number of samples
486
Samples
Sample
Description
TPM
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
67.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
65.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
65.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
64.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
61.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
61.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
56.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
53.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
52.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
51.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
51.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
51.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
50.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
49.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
48.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
47.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
46.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
45.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
45.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
45.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
45.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
45.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
45.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
44.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
44.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
44.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
44.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
44.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
44.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
44.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
43.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
43.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
43.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
43.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
42.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
42.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
42.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
41.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
41.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
41.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
41.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
41.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
41.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
41.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
41.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
41.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
40.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
40.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
40.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
40.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
40.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
40.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
40.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
40.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
40.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
40.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
40.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
39.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
39.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
39.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
39.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
39.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
39.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
39.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
39.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
39.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
39.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
39.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
38.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
38.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
38.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
38.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
38.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
38.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
38.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
38.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
38.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
38.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
38.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
38.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
38.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
38.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
38.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
38.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
38.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
37.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
37.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
37.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
37.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
37.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
37.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
37.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
37.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
36.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
36.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
36.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
36.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
36.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
36.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
36.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
36.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
36.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
36.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
35.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
35.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
35.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
35.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
35.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
35.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
35.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
35.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
35.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
35.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
35.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
35.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
34.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
34.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
34.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
34.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
34.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
34.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
34.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
34.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
34.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
34.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
33.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
33.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
33.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
33.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
33.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
33.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
33.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
33.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
33.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
33.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
33.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
33.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
33.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
33.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
33.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
33.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
33.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
33.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
32.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
32.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
32.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
32.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
32.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
32.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
32.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
32.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
32.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
32.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
31.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
31.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
31.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
31.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
31.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
31.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
31.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
30.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
30.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
30.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
30.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
30.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
30.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
30.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
30.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
29.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
29.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
29.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
29.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
28.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
27.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UTP4 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
25.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
58.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
49.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
49.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
48.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
45.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
44.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
43.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
42.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
38.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
37.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
37.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
37.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
36.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
35.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
35.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
35.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
35.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
34.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
33.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
33.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
33.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
32.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
32.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
32.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
31.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
31.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
31.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
30.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
30.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
30.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
29.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
29.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
29.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
28.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
27.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
26.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
25.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
24.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
24.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
23.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
22.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
21.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
UTP4 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
28.7
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
64.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
54.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
53.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
51.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
49.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
48.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
46.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
44.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
44.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
42.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
42.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
42.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
41.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
40.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
39.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
39.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
39.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
39.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
39.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
38.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
38.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
38.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
38.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
38.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
38.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
37.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
37.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
37.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
37.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
37.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
37.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
37.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
36.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
36.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
36.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
36.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
36.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
36.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
36.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
35.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
35.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
35.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
35.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
35.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
35.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
35.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
34.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
34.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
34.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
33.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
33.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
32.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
32.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
32.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
32.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
32.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
32.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
31.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
31.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
31.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
31.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
30.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
30.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
30.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
30.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
28.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
28.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
27.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
27.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
1.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
1.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
1.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.8
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.7
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.7
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.7
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.6
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.6
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.6
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.6
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.6
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.7
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.7
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.7
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.7
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.7
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.7
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.8
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.8
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.8
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.8
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.8
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.8
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.8
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.8
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.9
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.9
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-1.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-1.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-1.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-1.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-1.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-1.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-1.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-1.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-1.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.4
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.