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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.
ZNF410 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
23.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
61.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
43.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
43.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
42.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
41.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
39.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
38.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
38.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
37.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
37.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
36.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
36.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
34.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
33.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
33.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
32.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
32.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
32.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
31.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
31.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
31.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
31.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
31.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
30.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
30.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
30.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
30.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
29.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
29.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
29.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
29.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
28.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
28.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
28.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
28.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
28.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
28.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
28.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
28.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
28.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
28.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
27.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
27.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
27.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
27.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
27.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
27.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
27.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
27.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
27.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
27.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
27.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
26.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
26.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
26.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
26.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
26.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
26.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
26.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
26.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
26.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
26.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
26.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
26.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
25.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
25.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
25.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
25.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
25.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
25.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
24.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
24.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
24.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
24.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
24.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
24.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
24.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
23.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
23.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
23.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
23.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
23.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
23.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
22.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
22.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
22.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
21.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
21.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
21.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
19.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
17.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 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.
ZNF410 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
24.0
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
45.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
41.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
39.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
38.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
37.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
37.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
37.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
36.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
36.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
35.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
34.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
32.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
32.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
32.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
32.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
32.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
31.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
31.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
31.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
31.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
31.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
31.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
30.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
30.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
30.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
29.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
29.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
28.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
27.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.8
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.
ZNF410 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
22.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
40.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
33.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
32.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
32.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
32.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
32.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
32.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
30.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
30.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
29.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
29.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
29.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
29.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
28.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
28.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
26.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
26.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
26.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
26.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
26.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
25.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
25.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
25.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
24.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
23.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
23.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
22.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
22.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
21.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
20.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
18.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF410 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
21.8
Number of samples
207
Samples
Sample
Description
TPM
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
44.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
44.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
36.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
35.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
35.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
32.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
32.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
31.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
28.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
