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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.
LTV1 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
26.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
58.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
50.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
47.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
47.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
46.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
46.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
45.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
45.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
45.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
44.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
43.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
43.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
43.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
42.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
41.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
41.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
40.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
40.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
39.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
38.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
38.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
38.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
38.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
38.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
37.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
37.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
37.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
36.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
36.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
36.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
36.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
36.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
35.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
35.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
35.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
35.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
35.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
35.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
35.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
34.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
34.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
34.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
34.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
34.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
34.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
34.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
34.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
34.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
34.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
33.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
33.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
33.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
33.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
33.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
33.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
33.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
32.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
32.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
32.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
32.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
32.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
32.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
32.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
31.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
31.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
31.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
31.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
31.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
31.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
30.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
30.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
30.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
30.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
30.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
30.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
30.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
30.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
29.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
29.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
29.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
29.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
29.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
29.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
29.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
29.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
28.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
28.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
28.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
28.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
28.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
28.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
28.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
28.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
28.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
28.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
28.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
28.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
28.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
28.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
27.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
27.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
27.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
27.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
27.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
27.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
27.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
27.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
26.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
26.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
26.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
26.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
26.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
26.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
26.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
26.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
26.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
26.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
26.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
26.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
26.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
25.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
25.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
25.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
25.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
25.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
25.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
24.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
24.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
24.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
24.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
23.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
23.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
23.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
23.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
23.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
23.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
22.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
22.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
21.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
21.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
21.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
21.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
21.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
19.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
18.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
16.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LTV1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.4
Number of samples
486
Samples
Sample
Description
TPM
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
58.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
52.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
50.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
49.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
48.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
47.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
45.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
44.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
43.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
40.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
39.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
39.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
38.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
38.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
37.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
37.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
37.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
37.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
37.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
37.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
36.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
36.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
36.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
36.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
36.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
36.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
35.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
35.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
35.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
35.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
34.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
34.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
34.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
34.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
34.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
33.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
33.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
33.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
33.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
33.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
33.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
32.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
32.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
32.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
32.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
32.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
32.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
32.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
32.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
32.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
32.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
32.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
31.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
31.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
31.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
31.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
31.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
30.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
30.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
30.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
28.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
28.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
27.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
27.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
27.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
3.0
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.
LTV1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
64.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
49.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
47.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
45.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
45.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
45.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
45.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
45.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
45.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
44.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
43.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
42.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
41.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
40.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
40.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
40.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
37.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
37.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
37.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
36.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
35.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
35.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
34.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
34.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
33.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
33.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
33.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
32.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
32.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
32.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
31.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
31.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
31.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
31.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
30.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
30.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
29.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
28.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
28.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
28.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
27.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
27.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
27.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
27.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
27.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
27.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
27.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
25.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
25.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
24.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
24.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
24.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
23.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
23.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
23.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
23.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
21.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
19.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
16.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LTV1 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
25.1
Number of samples
207
Samples
Sample
Description
TPM
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
53.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
50.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
50.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
48.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
43.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
41.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
41.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
41.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
40.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
40.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
38.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
38.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
37.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
35.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
35.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
34.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
34.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
33.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
33.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
33.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
33.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
32.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
32.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
32.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
32.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
31.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
31.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
31.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
31.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
30.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
30.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
30.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
30.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
29.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
29.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
29.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
29.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
29.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
29.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
28.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
27.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
24.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
1.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
1.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
1.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
1.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.8
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.8
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.8
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.8
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.7
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.6
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.7
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.7
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.8
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.8
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.8
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.8
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.8
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.8
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.9
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.9
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-1.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-1.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-1.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-1.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_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
