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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.
LRIG1 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
11.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
47.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
42.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
38.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
34.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
33.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
28.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
27.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
25.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
22.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 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.
LRIG1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.1
Number of samples
486
Samples
Sample
Description
TPM
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
62.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
56.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
52.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
49.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
47.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
47.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
47.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
47.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
45.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
43.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
43.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
43.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
41.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
41.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
41.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
40.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
38.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
38.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
38.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
37.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
36.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
36.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
36.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
35.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
35.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
35.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
35.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
34.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
34.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
34.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
34.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
34.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
34.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
33.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
33.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
33.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
33.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
33.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
33.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
32.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
32.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
32.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
32.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
31.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
30.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
30.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
30.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
5.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
4.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
3.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
3.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
3.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
2.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
LRIG1 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
10.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
39.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
18.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LRIG1 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
18.0
Number of samples
207
Samples
Sample
Description
TPM
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
48.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
47.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
42.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
38.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
37.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
36.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
36.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
35.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
35.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
34.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
34.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
34.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
33.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
33.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
32.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
6.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
4.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
4.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
1.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
1.5
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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.
The Human Protein Atlas project is funded
