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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.
MARCHF9 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
13.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
38.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
31.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
28.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
27.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
25.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
23.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
22.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
22.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
21.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
21.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
19.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
18.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
14.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 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.
MARCHF9 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
10.5
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
9.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
8.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
7.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
7.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
7.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
7.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
7.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
7.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
7.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
7.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
6.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
6.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
6.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
6.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
6.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
6.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
6.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
6.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
6.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
6.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
6.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
6.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
6.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
5.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
5.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
5.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
5.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
5.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
5.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
5.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
5.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
4.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
4.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MARCHF9 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
27.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
20.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 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.
MARCHF9 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
9.8
Number of samples
207
Samples
Sample
Description
TPM
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
9.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
7.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
6.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
5.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
5.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
5.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
3.7
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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.
The Human Protein Atlas project is funded
