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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.
MARCHF6 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
22.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
59.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
58.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
56.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
53.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
46.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
44.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
42.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
41.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
40.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
40.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
38.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
36.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
34.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
33.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
33.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
33.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
33.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
32.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
32.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
32.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
32.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
31.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
31.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
31.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
31.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
31.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
30.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
30.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
30.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
30.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
30.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
29.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
29.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
29.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
29.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
28.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
28.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
28.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
27.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
27.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
27.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
27.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
27.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
27.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
26.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
26.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
26.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
26.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
26.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
26.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
25.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
25.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
25.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
25.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
25.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
25.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
25.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
24.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
24.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
24.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
24.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
23.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
23.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
23.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
22.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
22.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
22.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
22.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
22.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
21.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
21.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
21.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
20.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
20.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
19.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
MARCHF6 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
53.8
Number of samples
486
Samples
Sample
Description
TPM
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
123.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
121.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
119.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
111.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
103.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
102.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
102.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
101.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
100.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
98.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
98.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
95.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
94.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
94.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
85.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
84.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
83.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
83.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
83.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
82.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
82.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
81.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
80.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
80.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
80.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
80.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
79.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
79.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
78.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
78.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
77.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
76.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
76.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
76.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
75.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
74.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
74.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
73.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
73.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
73.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
72.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
71.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
71.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
71.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
71.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
70.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
69.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
69.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
69.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
69.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
69.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
68.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
68.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
68.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
68.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
68.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
68.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
68.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
68.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
68.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
68.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
68.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
67.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
67.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
67.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
67.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
67.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
66.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
66.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
66.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
66.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
65.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
65.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
65.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
65.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
65.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
65.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
65.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
64.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
64.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
64.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
64.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
64.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
64.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
63.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
63.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
63.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
63.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
63.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
63.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
63.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
63.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
63.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
63.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
62.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
62.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
62.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
62.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
62.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
62.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
62.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
62.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
61.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
61.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
61.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
61.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
61.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
61.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
61.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
60.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
60.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
60.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
60.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
60.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
60.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
60.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
60.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
60.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
60.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
60.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
60.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
59.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
59.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
59.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
59.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
59.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
59.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
59.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
59.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
59.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
59.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
58.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
58.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
58.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
58.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
58.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
58.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
58.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
58.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
58.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
58.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
58.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
58.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
58.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
58.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
57.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
57.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
57.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
57.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
57.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
57.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
57.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
57.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
57.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
57.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
57.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
57.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
57.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
57.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
57.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
56.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
56.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
56.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
56.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
56.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
56.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
56.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
56.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
56.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
56.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
56.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
56.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
56.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
56.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
56.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
56.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
55.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
55.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
55.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
55.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
55.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
55.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
55.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
55.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
55.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
55.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
55.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
54.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
54.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
54.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
54.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
54.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
54.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
54.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
54.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
54.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
54.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
54.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
54.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
54.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
53.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
53.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
53.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
53.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
53.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
53.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
53.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
53.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
53.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
53.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
53.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
53.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
53.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
53.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
53.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
53.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
53.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
53.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
53.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
53.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
52.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
52.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
52.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
52.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
52.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
52.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
52.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
52.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
52.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
52.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
52.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
52.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
52.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
52.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
52.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
51.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
51.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
51.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
51.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
51.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
51.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
51.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
51.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
51.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
51.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
51.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
51.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
51.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
51.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
50.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
50.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
50.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
50.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
50.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
50.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
50.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
50.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
50.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
50.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
50.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
50.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
50.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
50.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
50.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
50.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
50.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
50.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
50.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
50.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
50.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
50.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
50.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
50.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
49.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
49.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
49.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
49.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
49.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
49.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
49.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
49.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
49.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
49.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
49.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
49.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
49.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
49.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
49.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
49.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
49.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
49.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
48.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
48.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
48.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
48.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
48.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
48.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
48.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
48.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
48.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
48.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
48.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
48.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
48.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
48.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
48.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
48.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
48.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
47.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
47.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
47.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
47.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
47.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
47.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
47.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
47.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
47.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
47.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
47.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
47.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
47.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
47.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
47.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
47.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
47.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
47.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
47.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
47.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
46.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
46.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
46.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
46.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
46.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
46.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
46.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
46.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
46.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
46.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
46.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
46.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
46.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
46.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
46.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
46.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
46.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
46.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
46.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
46.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
45.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
45.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
45.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
45.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
45.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
45.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
45.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
45.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
45.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
45.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
45.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
45.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
45.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
45.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
45.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
45.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
45.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
45.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
44.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
44.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
44.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
44.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
44.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
44.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
44.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
44.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
44.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
44.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
44.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
44.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
44.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
44.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
43.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
43.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
43.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
43.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
43.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
43.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
43.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
43.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
43.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
43.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
43.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
43.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
43.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
43.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
43.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
42.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
42.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
42.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
42.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
42.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
42.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
42.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
42.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
42.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
42.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
42.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
42.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
42.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
42.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
41.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
41.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
41.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
41.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
41.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
41.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
41.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
41.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
41.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
41.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
41.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
41.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
41.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
41.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
41.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
41.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
40.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
40.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
40.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
40.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
40.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
40.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
40.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
40.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
40.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
40.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
40.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
39.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
39.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
39.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
39.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
39.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
39.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
39.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
39.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
39.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
38.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
38.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
38.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
38.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
38.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
38.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
38.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
37.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
37.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
37.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
37.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
37.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
37.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
37.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
37.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
37.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
36.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
36.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
36.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
36.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
36.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
36.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
35.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
35.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
35.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
34.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
34.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
34.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
34.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
34.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
34.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
32.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
32.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
32.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
31.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.9
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.
MARCHF6 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
21.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
37.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
36.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
33.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
33.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
32.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
31.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
30.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
30.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
29.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
29.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
28.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
28.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
26.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
26.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
25.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
23.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
23.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
22.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MARCHF6 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
53.3
Number of samples
207
Samples
Sample
Description
TPM
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
104.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
98.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
88.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
84.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
82.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
81.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
81.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
80.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
79.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
77.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
76.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
75.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
75.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
74.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
73.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
73.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
72.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
72.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
72.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
71.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
70.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
69.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
68.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
68.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
68.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
68.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
67.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
67.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
66.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
66.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
65.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
65.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
65.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
65.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
64.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
64.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
63.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
63.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
63.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
63.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
63.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
63.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
62.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
62.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
62.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
61.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
61.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
60.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
60.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
60.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
60.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
60.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
60.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
60.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
59.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
59.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
58.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
58.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
58.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
58.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
57.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
57.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
57.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
57.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
57.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
57.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
57.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
56.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
56.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
56.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
56.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
56.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
56.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
56.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
55.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
55.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
55.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
55.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
55.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
55.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
54.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
54.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
54.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
54.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
54.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
54.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
54.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
53.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
53.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
53.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
53.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
53.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
53.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
52.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
52.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
52.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
52.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
52.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
51.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
51.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
51.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
51.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
51.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
51.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
50.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
50.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
50.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
50.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
50.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
50.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
50.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
50.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
50.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
50.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
50.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
49.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
49.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
49.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
49.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
49.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
49.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
49.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
49.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
49.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
49.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
49.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
48.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
48.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
48.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
48.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
48.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
48.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
48.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
48.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
48.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
48.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
48.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
48.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
47.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
47.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
47.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
47.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
47.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
47.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
46.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
46.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
46.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
46.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
46.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
46.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
46.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
46.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
45.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
45.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
45.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
44.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
44.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
44.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
44.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
44.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
44.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
44.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
43.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
43.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
43.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
42.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
42.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
42.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
42.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
42.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
42.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
42.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
41.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
41.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
41.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
41.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
41.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
40.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
40.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
40.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
40.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
40.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
40.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
39.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
38.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
38.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
38.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
38.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
37.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
37.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
37.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
37.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
36.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
36.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
36.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
36.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
36.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
35.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
35.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
34.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
32.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
32.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
32.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
30.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
26.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.4
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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.