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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.
MARCHF7 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
22.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
88.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
86.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
68.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
59.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
58.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
51.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
47.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
45.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
44.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
40.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
40.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
39.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
38.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
38.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
37.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
36.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
36.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
36.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
36.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
34.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
33.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
33.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
32.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
32.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
32.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
31.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
31.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
30.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
30.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
30.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
30.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
30.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
29.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
29.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
29.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
28.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
28.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
28.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
28.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
28.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
27.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
27.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
26.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
26.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
26.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
26.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
26.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
26.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
26.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
25.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
25.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
25.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
25.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
25.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
25.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
25.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
24.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
24.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
24.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
23.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
23.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
23.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
23.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
23.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
22.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
21.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
21.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
21.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
20.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
20.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
19.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
18.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
MARCHF7 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
53.4
Number of samples
486
Samples
Sample
Description
TPM
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
104.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
86.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
81.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
80.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
80.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
78.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
77.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
77.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
75.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
75.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
74.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
72.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
72.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
72.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
72.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
71.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
71.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
71.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
71.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
71.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
71.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
71.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
70.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
70.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
70.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
70.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
70.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
69.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
69.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
69.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
69.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
69.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
68.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
68.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
68.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
68.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
68.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
68.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
67.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
67.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
66.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
66.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
66.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
66.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
66.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
66.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
65.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
65.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
65.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
65.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
65.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
65.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
65.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
64.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
64.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
64.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
64.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
64.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
64.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
64.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
64.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
63.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
63.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
63.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
63.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
63.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
63.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
63.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
63.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
63.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
63.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
63.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
63.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
62.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
62.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
62.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
62.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
62.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
62.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
62.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
62.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
62.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
61.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
61.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
61.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
61.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
61.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
61.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
61.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
61.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
61.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
61.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
61.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
61.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
61.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
61.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
61.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
60.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
60.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
60.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
60.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
60.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
60.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
60.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
60.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
60.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
60.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
60.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
60.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
60.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
60.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
59.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
59.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
59.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
59.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
59.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
59.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
59.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
59.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
59.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
59.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
59.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
59.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
59.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
59.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
59.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
59.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
59.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
59.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
59.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
59.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
59.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
59.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
59.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
59.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
59.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
59.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
59.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
58.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
58.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
58.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
58.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
58.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
58.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
58.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
58.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
58.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
58.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
58.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
58.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
57.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
57.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
57.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
57.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
57.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
57.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
57.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
57.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
57.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
57.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
57.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
57.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
57.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
57.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
57.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
57.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
57.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
57.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
57.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
56.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
56.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
56.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
56.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
56.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
56.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
56.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
56.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
56.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
56.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
56.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
56.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
56.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
56.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
56.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
56.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
55.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
55.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
55.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
55.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
55.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
55.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
55.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
55.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
55.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
55.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
55.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
55.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
55.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
55.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
55.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
55.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
55.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
55.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
55.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
55.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
54.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
54.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
54.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
54.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
54.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
54.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
54.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
54.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
54.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
54.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
54.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
54.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
54.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
53.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
53.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
53.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
53.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
53.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
53.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
53.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
53.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
53.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
53.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
53.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
53.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
53.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
53.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
53.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
53.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
53.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
52.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
52.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
52.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
52.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
52.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
52.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
52.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
52.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
52.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
52.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
52.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
52.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
52.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
52.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
52.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
52.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
52.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
52.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
52.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
52.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
52.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
52.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
52.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
52.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
52.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
52.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
51.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
51.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
51.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
51.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
51.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
51.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
51.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
51.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
51.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
51.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
51.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
51.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
51.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
51.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
51.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
51.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
51.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
51.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
51.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
51.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
51.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
50.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
50.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
50.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
50.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
50.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
50.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
50.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
50.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
50.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
50.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
50.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
50.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
50.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
50.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
50.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
50.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
50.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
50.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
50.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
50.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
50.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
50.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
50.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
50.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
49.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
49.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
49.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
49.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
49.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
49.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
49.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
49.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
49.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
49.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
49.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
49.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
49.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
49.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
49.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
49.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
49.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
49.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
49.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
49.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
49.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
49.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
49.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
49.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
49.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
49.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
49.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
49.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
48.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
48.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
48.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
48.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
48.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
48.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
48.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
48.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
48.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
48.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
48.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
48.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
48.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
48.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
48.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
48.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
48.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
48.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
48.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
47.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
47.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
47.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
47.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
47.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
47.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
47.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
47.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
47.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
47.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
47.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
47.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
47.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
47.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
47.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
47.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
47.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
47.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
47.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
46.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
46.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
46.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
46.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
46.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
46.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
46.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
46.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
46.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
46.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
45.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
45.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
45.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
45.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
45.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
45.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
45.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
45.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
45.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
45.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
45.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
45.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
45.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
45.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
45.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
45.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
45.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
45.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
44.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
44.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
44.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
44.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
44.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
44.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
44.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
44.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
44.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
44.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
44.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
44.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
44.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
43.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
43.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
43.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
43.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
43.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
43.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
43.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
43.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
43.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
42.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
42.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
42.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
42.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
42.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
42.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
42.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
42.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
42.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
42.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
42.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
42.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
42.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
42.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
42.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
42.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
41.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
41.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
41.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
41.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
41.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
41.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
41.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
41.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
40.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
40.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
40.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
40.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
39.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
39.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
39.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
39.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
39.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
39.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
39.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
38.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
38.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
38.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
38.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
38.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
38.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
38.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
38.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
38.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
38.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
38.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
37.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
37.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
37.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
37.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
37.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
36.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
36.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
36.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
35.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
35.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
35.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
34.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
33.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
31.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
31.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.5
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.
MARCHF7 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
23.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
57.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
46.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
45.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
45.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
35.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
35.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
34.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
33.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
33.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
33.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
33.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
33.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
32.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
32.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
32.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
32.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
32.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
31.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
31.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
30.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
29.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
29.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
28.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
27.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
27.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
26.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
23.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
23.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
23.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
23.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
22.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
22.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
22.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MARCHF7 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
49.5
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
85.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
78.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
75.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
71.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
69.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
68.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
67.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
66.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
66.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
66.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
66.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
64.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
64.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
63.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
63.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
63.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
62.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
62.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
62.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
61.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
61.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
61.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
61.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
61.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
60.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
60.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
60.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
59.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
59.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
59.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
59.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
59.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
59.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
59.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
59.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
58.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
58.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
58.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
58.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
58.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
58.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
58.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
57.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
57.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
57.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
56.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
56.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
56.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
56.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
56.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
56.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
56.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
55.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
55.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
55.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
55.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
55.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
55.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
54.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
54.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
54.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
54.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
53.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
53.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
53.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
53.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
53.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
53.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
53.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
53.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
52.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
52.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
52.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
52.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
52.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
52.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
51.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
51.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
51.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
51.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
51.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
51.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
51.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
51.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
50.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
50.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
50.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
50.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
50.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
50.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
50.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
50.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
50.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
50.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
49.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
49.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
49.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
49.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
49.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
49.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
49.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
49.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
48.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
48.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
48.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
48.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
48.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
48.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
47.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
47.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
47.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
47.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
47.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
47.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
47.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
47.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
47.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
47.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
47.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
47.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
47.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
46.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
46.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
46.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
46.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
46.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
46.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
46.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
46.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
45.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
45.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
45.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
45.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
45.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
45.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
45.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
45.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
45.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
45.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
45.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
45.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
45.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
45.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
45.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
44.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
44.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
44.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
44.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
44.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
44.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
44.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
44.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
44.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
43.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
43.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
43.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
43.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
42.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
42.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
42.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
42.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
42.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
42.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
42.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
42.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
42.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
42.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
42.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
41.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
41.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
41.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
41.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
41.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
40.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
40.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
40.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
40.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
40.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
40.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
40.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
39.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
39.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
39.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
39.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
39.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
38.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
38.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
38.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
38.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
38.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
37.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
37.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
36.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
36.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
34.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
34.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
34.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
33.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
33.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
32.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
30.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
30.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
30.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
30.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
29.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
25.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
