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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LRIG3 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
12.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
53.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
37.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
36.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
31.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
30.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
26.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
26.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
24.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
21.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
21.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 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.
LRIG3 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
30.9
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
136.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
124.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
99.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
80.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
77.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
77.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
70.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
67.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
65.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
63.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
62.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
60.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
59.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
58.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
57.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
57.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
54.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
53.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
53.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
53.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
53.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
53.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
52.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
52.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
52.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
51.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
51.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
51.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
51.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
50.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
50.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
49.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
49.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
49.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
49.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
48.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
48.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
48.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
48.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
47.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
47.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
47.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
47.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
46.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
46.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
46.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
45.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
45.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
45.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
45.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
45.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
45.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
44.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
44.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
44.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
44.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
44.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
44.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
44.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
43.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
43.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
43.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
43.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
43.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
42.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
42.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
42.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
41.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
41.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
41.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
41.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
41.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
41.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
40.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
40.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
40.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
40.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
40.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
40.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
40.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
40.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
39.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
39.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
39.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
39.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
39.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
39.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
39.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
38.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
38.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
38.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
38.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
38.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
38.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
38.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
38.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
38.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
38.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
37.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
37.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
37.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
37.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
37.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
37.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
37.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
37.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
36.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
36.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
36.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
36.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
36.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
36.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
36.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
36.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
36.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
36.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
36.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
36.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
36.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
36.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
36.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
35.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
35.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
35.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
35.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
35.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
35.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
34.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
34.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
34.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
34.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
34.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
34.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
34.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
34.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
34.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
33.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
33.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
33.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
33.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
33.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
33.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
33.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
33.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
33.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
33.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
32.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
32.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
32.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
32.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
32.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
32.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
32.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
32.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
32.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
32.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
31.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
31.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
31.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
31.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
31.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
31.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
31.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
31.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
31.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
31.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
30.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
30.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
30.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
30.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
30.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
30.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
29.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
29.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
28.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
27.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
27.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
27.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
26.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
26.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
25.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
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.
LRIG3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
41.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.1
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.
LRIG3 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
26.8
Number of samples
207
Samples
Sample
Description
TPM
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
68.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
52.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
52.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
49.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
49.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
44.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
44.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
43.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
43.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
43.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
42.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
42.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
42.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
41.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
40.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
40.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
39.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
39.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
39.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
38.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
37.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
37.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
36.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
36.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
36.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
36.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
36.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
36.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
36.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
35.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
35.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
35.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
35.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
34.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
34.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
34.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
33.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
33.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
33.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
32.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
32.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
32.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
32.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
31.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
31.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
31.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
30.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
29.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
29.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
29.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
29.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
29.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
28.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
27.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
24.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
