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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.
LARGE2 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
14.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
98.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
72.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
70.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
63.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
61.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
58.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
54.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
52.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
50.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
49.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
46.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
44.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
43.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
42.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
39.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
38.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
37.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
36.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
34.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
33.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
33.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
32.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
32.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
31.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
31.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
31.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
30.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
30.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
28.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
26.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
26.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
26.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
26.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
25.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
25.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
24.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
23.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
22.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
22.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
21.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
20.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
1.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
1.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
1.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
1.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
1.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
0.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 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.
LARGE2 is potential prognostic, high expression is favorable 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
16.9
Number of samples
486
Samples
Sample
Description
TPM
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
98.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
86.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
85.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
76.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
74.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
74.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
70.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
67.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
66.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
64.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
63.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
59.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
59.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
57.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
55.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
53.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
52.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
51.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
51.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
48.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
47.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
45.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
45.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
44.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
43.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
43.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
43.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
43.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
42.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
41.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
41.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
41.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
41.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
40.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
40.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
40.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
40.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
38.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
38.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
37.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
37.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
37.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
37.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
37.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
36.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
36.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
35.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
34.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
34.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
34.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
33.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
33.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
33.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
32.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
32.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
31.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
31.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
31.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
31.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
8.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
7.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
7.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
7.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
7.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
7.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
7.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
7.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
6.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
6.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
6.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
6.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
6.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
6.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
6.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
6.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
6.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
6.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
6.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
5.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
5.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
5.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
5.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
5.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
5.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
5.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
5.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
5.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
5.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
5.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
5.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
5.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
5.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
5.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
5.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
5.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
5.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
5.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
5.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
5.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
4.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
4.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
4.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
4.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
4.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
4.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
4.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
4.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
4.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
4.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
4.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
4.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
4.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
4.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
4.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
4.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
4.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
4.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
4.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
4.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
4.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
3.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
3.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
3.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
3.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
3.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
3.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
3.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
3.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
3.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
3.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
3.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
3.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
3.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
3.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
3.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
3.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
3.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
3.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
3.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
3.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
3.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
3.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
3.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
2.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
2.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
2.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
2.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
2.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
2.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
2.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
2.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
2.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
2.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
2.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
2.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
2.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
2.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
2.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
2.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
2.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
1.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
1.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
1.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
1.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
1.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
1.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
1.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
1.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
1.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
0.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
0.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
0.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
0.4
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.
LARGE2 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
17.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
63.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
62.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
50.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
49.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
48.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
43.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
39.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
38.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
36.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
30.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
29.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
29.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
28.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
27.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
24.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
22.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 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.
LARGE2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.5
Number of samples
207
Samples
Sample
Description
TPM
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
107.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
75.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
75.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
74.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
56.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
55.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
48.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
47.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
44.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
41.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
40.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
39.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
39.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
38.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
38.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
38.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
37.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
36.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
36.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
35.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
34.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
34.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
33.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
32.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
30.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
28.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
26.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
6.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
6.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
6.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
6.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
5.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
5.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
5.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
5.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
5.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
5.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
5.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
4.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
4.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
4.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
4.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
4.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
4.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
3.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
3.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
3.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
3.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
2.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
2.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
2.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
2.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
2.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
2.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
2.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
2.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
2.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
2.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
1.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
1.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
1.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
1.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
1.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
1.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
1.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
0.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
0.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.