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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.
DMAC2 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
28.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
65.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
51.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
49.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
47.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
46.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
45.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
45.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
44.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
43.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
42.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
42.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
42.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
41.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
41.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
41.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
41.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
40.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
40.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
40.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
40.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
40.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
40.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
39.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
39.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
39.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
39.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
38.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
38.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
37.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
37.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
37.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
37.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
37.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
37.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
37.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
37.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
37.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
37.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
37.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
36.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
36.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
35.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
35.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
35.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
35.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
35.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
35.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
35.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
34.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
34.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
34.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
34.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
34.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
34.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
34.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
34.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
33.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
33.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
33.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
33.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
33.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
33.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
32.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
32.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
32.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
32.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
32.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
32.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
31.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
31.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
31.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
31.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
31.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
31.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
31.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
31.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
31.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
31.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
31.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
31.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
31.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
30.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
30.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
30.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
30.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
30.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
30.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
30.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
30.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
30.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
30.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
30.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
30.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
30.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
30.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
30.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
30.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
30.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
29.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
29.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
29.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
29.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
29.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
29.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
29.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
29.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
29.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
29.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
29.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
29.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
29.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
29.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
29.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
29.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
28.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
28.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
28.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
28.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
28.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
28.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
28.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
28.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
28.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
28.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
28.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
28.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
27.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
27.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
27.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
27.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
27.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
27.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
27.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
27.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
27.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
27.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
27.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
27.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
26.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
26.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
26.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
26.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
26.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
25.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
25.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
25.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
25.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
25.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
25.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
24.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
24.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
24.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
24.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
24.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
24.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
23.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
23.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
23.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
23.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
22.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
22.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
22.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
22.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
22.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
21.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
21.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
20.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
20.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
18.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DMAC2 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
21.8
Number of samples
486
Samples
Sample
Description
TPM
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
41.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
40.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
40.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
39.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
39.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
39.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
36.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
35.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
35.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
34.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
34.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
34.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
34.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
34.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
34.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
33.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
33.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
31.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
31.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
31.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
30.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
30.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
29.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
28.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
DMAC2 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
27.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
57.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
53.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
45.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
45.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
43.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
42.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
42.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
42.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
39.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
39.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
39.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
37.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
35.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
35.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
34.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
34.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
33.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
33.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
32.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
31.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
31.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
31.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
31.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
31.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
31.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
31.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
30.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
30.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
30.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
30.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
29.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
29.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
29.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
29.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
28.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
28.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
27.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
27.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
27.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
26.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
26.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
26.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
25.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
25.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
25.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
25.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
24.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
24.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
23.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
22.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
21.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
19.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
17.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
9.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
DMAC2 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
18.6
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
41.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
36.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
31.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
1.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
1.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
1.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.9
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.8
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.8
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.7
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.7
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.7
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.6
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.6
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.7
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.7
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.7
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.7
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.7
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.8
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.9
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.9
b2400046-1d25-429d-a821-6040a6
Tumor
-1.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-1.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-1.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-1.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-1.9
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
