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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.
ISG20L2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
45.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
41.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
40.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
39.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
36.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
36.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
35.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
35.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
33.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
33.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
32.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
32.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
31.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
31.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
31.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
31.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
31.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
31.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
30.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
29.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
29.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
29.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
29.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
28.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
28.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
28.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
28.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
28.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
27.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
27.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
27.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
27.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
27.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
27.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
26.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
26.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
26.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
26.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
26.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
26.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
26.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
26.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
25.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
25.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
25.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
24.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
24.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
24.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
24.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
24.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
24.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
24.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
23.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
23.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
22.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
22.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
22.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
22.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
22.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
22.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
21.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
21.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
20.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
20.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
20.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
19.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 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.
ISG20L2 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
17.6
Number of samples
486
Samples
Sample
Description
TPM
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
40.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
35.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
33.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
32.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
32.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
27.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ISG20L2 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
22.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
37.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
35.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
35.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
34.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
33.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
33.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
32.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
31.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
31.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
31.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
30.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
30.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
30.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
28.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
28.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
26.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
26.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
26.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
25.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
25.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
24.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
24.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
24.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
23.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
23.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
21.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
21.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
17.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ISG20L2 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
16.9
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
39.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
30.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
3.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
1.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
1.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.9
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.8
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.7
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.7
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.6
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.6
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.5
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.8
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.8
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.8
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.9
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.9
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-1.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-1.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-1.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-1.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-2.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-3.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-6.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-8.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
