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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.
ZBTB8OS 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
27.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
65.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
65.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
60.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
56.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
54.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
53.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
48.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
47.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
46.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
46.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
46.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
45.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
44.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
43.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
42.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
41.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
41.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
41.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
40.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
40.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
40.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
39.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
39.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
39.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
38.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
38.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
38.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
38.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
38.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
37.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
37.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
36.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
36.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
36.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
36.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
36.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
35.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
35.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
35.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
35.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
35.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
35.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
34.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
34.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
34.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
34.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
34.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
34.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
34.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
33.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
33.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
33.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
33.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
33.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
33.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
33.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
33.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
33.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
33.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
33.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
33.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
32.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
32.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
32.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
32.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
32.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
32.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
32.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
32.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
32.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
31.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
31.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
31.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
31.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
31.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
31.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
31.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
31.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
31.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
31.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
31.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
30.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
30.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
30.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
30.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
30.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
30.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
30.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
30.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
30.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
29.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
29.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
29.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
29.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
29.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
29.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
28.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
28.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
28.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
28.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
28.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
28.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
27.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
27.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
27.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
27.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
27.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
27.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
27.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
27.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
27.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
27.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
26.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
26.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
26.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
26.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
26.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
26.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
26.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
26.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
26.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
26.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
25.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
25.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
25.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
25.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
25.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
25.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
25.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
25.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
24.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
24.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
24.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
24.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
24.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
24.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
24.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
23.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
23.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
23.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
23.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
23.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
22.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
22.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
22.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
22.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
21.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
21.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
21.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
20.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
18.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 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.
ZBTB8OS 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
22.3
Number of samples
486
Samples
Sample
Description
TPM
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
49.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
45.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
44.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
43.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
43.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
42.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
41.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
40.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
39.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
39.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
38.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
37.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
36.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
36.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
35.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
35.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
35.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
34.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
34.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
34.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
33.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
32.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
32.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
32.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
32.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
31.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
31.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
30.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
30.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
30.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
30.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
30.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
29.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
29.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
28.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
27.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
27.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
25.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
8.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.8
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.
ZBTB8OS 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
28.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
69.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
44.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
43.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
42.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
40.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
39.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
38.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
38.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
36.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
36.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
36.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
35.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
35.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
35.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
34.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
33.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
33.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
32.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
32.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
32.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
32.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
32.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
32.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
32.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
31.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
31.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
31.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
31.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
31.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
31.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
31.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
30.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
30.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
30.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
29.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
29.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
29.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
28.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
28.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
28.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
27.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
27.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
26.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
26.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
25.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
25.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
25.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
25.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
24.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
23.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
22.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
22.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
20.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
19.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 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.
ZBTB8OS 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
19.5
Number of samples
207
Samples
Sample
Description
TPM
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
36.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
35.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
34.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
34.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
34.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
33.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
33.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
30.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
28.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
27.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.4
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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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
