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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.
MACIR 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
10.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
28.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
28.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 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.
MACIR 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
13.1
Number of samples
486
Samples
Sample
Description
TPM
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
35.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
31.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
8.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
7.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
7.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
7.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
7.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
7.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
7.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
7.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
7.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
6.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
6.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
6.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
6.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
6.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
6.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
6.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
5.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
5.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
5.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
5.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
4.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
4.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
4.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
4.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
4.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
4.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
4.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
4.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
3.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
3.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
3.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
3.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MACIR is potential prognostic, high expression is favorable 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
11.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
27.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MACIR 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
12.6
Number of samples
207
Samples
Sample
Description
TPM
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
7.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
6.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
6.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
5.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
4.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
4.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
3.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
