We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
LGR4 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
61.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
44.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
43.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
41.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
40.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
39.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
37.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
37.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
37.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
36.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
36.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
33.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
32.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
32.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
29.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
29.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
28.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
27.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
27.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
27.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
25.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
25.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
25.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
25.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
24.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
23.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
23.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
23.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
23.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
23.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
23.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
22.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
21.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
20.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
LGR4 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
35.9
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
128.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
109.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
108.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
103.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
101.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
96.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
82.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
80.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
76.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
72.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
71.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
70.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
70.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
70.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
69.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
69.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
69.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
69.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
68.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
67.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
67.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
67.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
66.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
66.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
65.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
64.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
64.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
62.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
60.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
60.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
60.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
59.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
58.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
58.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
57.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
57.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
56.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
56.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
56.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
56.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
55.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
55.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
55.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
55.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
54.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
54.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
54.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
54.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
54.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
54.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
53.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
53.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
53.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
52.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
52.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
52.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
52.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
52.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
51.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
51.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
51.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
51.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
51.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
51.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
50.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
50.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
50.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
50.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
50.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
50.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
49.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
49.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
49.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
49.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
49.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
48.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
48.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
48.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
48.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
47.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
47.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
47.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
47.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
47.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
47.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
47.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
46.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
46.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
46.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
46.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
46.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
46.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
46.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
46.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
46.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
46.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
46.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
45.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
45.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
45.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
45.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
45.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
45.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
45.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
44.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
44.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
44.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
44.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
44.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
44.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
44.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
44.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
44.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
43.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
43.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
43.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
43.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
43.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
43.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
43.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
43.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
43.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
43.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
43.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
43.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
43.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
42.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
42.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
42.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
42.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
42.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
42.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
42.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
42.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
42.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
42.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
42.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
42.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
42.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
41.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
41.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
41.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
41.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
41.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
41.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
41.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
41.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
41.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
41.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
41.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
41.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
40.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
40.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
40.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
40.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
40.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
40.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
40.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
40.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
40.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
40.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
40.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
40.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
40.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
40.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
40.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
39.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
39.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
39.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
39.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
39.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
39.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
39.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
39.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
39.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
39.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
39.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
39.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
39.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
38.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
38.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
38.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
38.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
38.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
38.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
38.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
38.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
38.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
38.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
38.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
38.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
37.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
37.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
37.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
37.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
37.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
37.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
37.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
37.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
37.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
37.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
37.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
36.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
36.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
36.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
36.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
36.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
36.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
36.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
36.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
36.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
36.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
36.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
36.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
36.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
36.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
36.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
36.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
35.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
35.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
35.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
35.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
35.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
35.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
35.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
35.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
35.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
35.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
35.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
35.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
35.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
35.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
34.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
34.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
34.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
34.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
34.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
34.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
34.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
34.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
33.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
33.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
33.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
33.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
33.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
33.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
33.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
33.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
33.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
32.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
32.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
32.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
32.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
31.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
31.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
31.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
31.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
31.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
31.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
31.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
31.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
31.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
31.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
31.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
31.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
30.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
30.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
30.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
30.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
30.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
29.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
28.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
28.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
28.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
27.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
27.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
27.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
5.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.5
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.
LGR4 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
39.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
35.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
33.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
27.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
26.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
26.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
26.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
25.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
22.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.4
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.
LGR4 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
34.3
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
144.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
126.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
97.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
92.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
82.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
79.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
76.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
59.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
59.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
57.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
57.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
55.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
55.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
55.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
53.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
52.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
50.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
49.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
49.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
48.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
48.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
48.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
48.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
48.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
48.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
46.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
46.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
46.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
46.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
46.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
46.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
45.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
45.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
45.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
45.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
44.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
44.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
44.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
44.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
44.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
43.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
43.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
42.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
42.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
42.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
42.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
42.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
41.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
41.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
41.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
40.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
40.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
40.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
40.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
40.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
39.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
39.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
39.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
39.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
38.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
38.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
38.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
38.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
38.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
37.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
37.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
37.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
37.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
37.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
37.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
36.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
36.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
36.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
36.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
36.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
36.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
35.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
34.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
34.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
34.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
34.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
34.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
33.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
33.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
33.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
32.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
32.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
32.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
32.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
32.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
32.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
32.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
32.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
32.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
31.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
31.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
31.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
31.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
31.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
31.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
30.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
30.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
30.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
30.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
30.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
30.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
28.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
28.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
28.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
28.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
27.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
26.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
25.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
4.8
Show allShow less
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
