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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.
LGALS8 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
16.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
54.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
39.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
37.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
36.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
33.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
33.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
33.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
33.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
32.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
32.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
32.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
31.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
30.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
30.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
29.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
28.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
28.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
27.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
27.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
27.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
26.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
25.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
25.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
25.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
24.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
22.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
21.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
18.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
17.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
LGALS8 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
31.7
Number of samples
486
Samples
Sample
Description
TPM
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
89.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
86.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
67.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
67.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
64.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
62.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
61.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
58.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
58.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
57.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
54.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
54.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
54.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
53.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
53.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
53.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
53.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
51.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
51.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
50.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
50.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
50.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
50.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
49.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
48.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
48.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
46.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
46.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
46.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
46.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
46.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
46.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
46.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
45.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
45.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
45.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
45.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
45.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
45.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
45.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
44.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
44.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
44.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
44.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
43.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
43.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
43.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
43.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
43.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
43.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
42.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
42.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
42.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
42.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
42.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
41.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
41.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
41.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
41.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
41.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
41.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
40.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
40.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
40.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
40.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
39.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
39.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
39.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
39.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
39.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
39.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
39.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
39.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
39.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
38.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
38.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
38.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
38.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
38.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
38.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
38.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
38.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
38.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
38.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
38.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
38.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
38.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
37.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
37.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
37.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
37.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
37.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
37.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
37.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
37.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
37.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
37.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
37.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
37.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
37.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
37.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
36.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
36.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
36.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
36.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
36.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
36.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
36.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
36.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
36.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
36.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
36.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
35.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
35.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
35.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
35.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
35.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
35.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
35.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
35.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
35.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
35.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
35.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
35.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
35.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
35.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
35.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
34.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
34.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
34.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
34.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
34.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
34.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
34.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
34.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
34.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
34.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
34.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
34.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
33.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
33.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
33.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
33.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
33.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
33.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
33.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
33.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
33.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
33.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
33.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
33.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
33.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
33.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
33.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
33.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
33.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
33.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
33.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
33.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
32.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
32.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
32.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
32.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
32.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
32.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
32.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
32.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
32.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
32.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
32.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
31.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
31.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
31.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
31.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
31.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
31.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
31.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
31.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
31.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
31.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
31.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
31.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
31.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
31.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
31.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
30.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
30.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
30.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
30.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
30.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
30.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
30.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
29.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
29.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
29.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
29.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
29.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
29.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
28.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
28.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
28.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
27.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
26.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
LGALS8 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
16.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
42.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
37.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
34.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
34.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
24.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
24.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.7
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.
LGALS8 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
28.9
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
57.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
52.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
49.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
49.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
49.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
49.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
49.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
48.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
46.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
46.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
44.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
44.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
43.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
42.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
42.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
41.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
40.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
39.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
39.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
39.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
38.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
38.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
38.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
37.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
37.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
37.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
37.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
37.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
37.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
37.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
37.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
36.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
35.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
35.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
35.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
35.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
35.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
34.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
33.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
33.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
33.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
33.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
32.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
32.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
32.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
32.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
32.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
32.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
32.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
32.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
32.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
32.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
31.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
31.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
31.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
31.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
31.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
31.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
31.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
30.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
29.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
29.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
29.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
28.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
27.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
26.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
26.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
26.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
26.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
26.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
24.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
1.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
1.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.8
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.8
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.8
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
0.7
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.7
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.6
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.7
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.7
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.7
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.7
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.8
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.8
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.8
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.9
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.9
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.9
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-1.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-1.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-2.1
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
