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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.
LIG1 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
19.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
54.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
51.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
47.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
45.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
45.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
44.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
43.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
40.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
38.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
35.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
34.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
34.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
34.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
34.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
34.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
32.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
31.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
31.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
30.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
30.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
30.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
30.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
30.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
29.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
28.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
27.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
27.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
27.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
26.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
26.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
26.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
25.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
25.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
25.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
25.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
25.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
24.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
24.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
24.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
24.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
23.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
23.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
23.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
23.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
22.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
22.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
22.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
21.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
20.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 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.
LIG1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.5
Number of samples
486
Samples
Sample
Description
TPM
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
42.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
41.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
40.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
38.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
36.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
34.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
34.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
34.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
32.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
32.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
31.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
29.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
28.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
28.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
7.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
7.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
4.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LIG1 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
16.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
39.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
33.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
32.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
31.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
31.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
29.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
28.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
28.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
28.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
28.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
27.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
26.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
19.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
19.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LIG1 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
15.1
Number of samples
207
Samples
Sample
Description
TPM
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
36.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
33.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
30.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
23.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
8.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
6.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
3.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
3.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
2.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
1.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
1.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.8
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.7
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.6
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.6
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.6
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.6
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.7
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.7
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.7
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-1.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-1.3
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
