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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.
TICAM1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
56.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
40.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
39.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
37.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
35.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
34.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
33.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
33.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
31.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
31.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
30.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
29.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
28.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
28.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
28.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
27.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
27.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
27.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
27.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
26.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
26.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
26.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
25.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
23.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
23.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
22.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
21.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
21.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
20.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
19.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
3.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
TICAM1 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
18.1
Number of samples
486
Samples
Sample
Description
TPM
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
48.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
45.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
42.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
39.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
39.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
38.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
38.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
37.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
36.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
34.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
32.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
32.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
30.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
30.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
30.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
28.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
TICAM1 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
15.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
46.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
31.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
28.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
22.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
20.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
19.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TICAM1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.5
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
53.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
35.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
35.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.1
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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
