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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.
CACTIN is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.4
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.
CACTIN 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
12.1
Number of samples
486
Samples
Sample
Description
TPM
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
5.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
5.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CACTIN is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
16.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
13.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
CACTIN 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
11.5
Number of samples
207
Samples
Sample
Description
TPM
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
7.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
1.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
1.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.9
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.9
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.9
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.8
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.8
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.7
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.6
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.6
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.7
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.7
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.8
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.9
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
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
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
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
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_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
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_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
