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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.
LZIC 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
22.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
42.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
42.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
42.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
42.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
41.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
39.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
39.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
38.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
37.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
36.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
36.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
36.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
35.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
35.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
35.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
35.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
34.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
34.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
34.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
33.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
33.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
33.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
33.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
32.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
32.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
32.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
31.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
31.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
31.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
30.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
30.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
30.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
30.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
29.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
29.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
29.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
29.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
29.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
29.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
29.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
29.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
28.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
28.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
28.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
27.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
27.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
27.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
27.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
27.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
27.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
27.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
26.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
26.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
26.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
26.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
26.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
26.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
26.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
26.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
26.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
25.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
25.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
25.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
25.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
25.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
24.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
24.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
24.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
24.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
24.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
23.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
23.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
23.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
21.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
21.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
20.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
20.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
18.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
14.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 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.
LZIC 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
20.1
Number of samples
486
Samples
Sample
Description
TPM
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
40.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
34.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
30.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
29.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.2
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.
LZIC is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
60.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
43.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
42.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
36.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
36.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
34.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
34.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
33.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
33.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
31.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
30.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
29.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
29.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
29.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
29.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
28.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
28.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
28.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
28.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
28.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
27.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
27.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
26.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
26.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
26.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
25.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
25.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
25.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
24.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
23.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
21.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
21.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LZIC 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
17.5
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
41.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
31.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
27.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.8
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.8
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
0.6
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.7
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.8
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.1
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.