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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.
ZMYM4 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
9.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
36.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
34.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 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.
ZMYM4 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
21.6
Number of samples
486
Samples
Sample
Description
TPM
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
46.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
41.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
38.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
35.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
33.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
32.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
31.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
31.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
31.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
30.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
30.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
29.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
28.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
28.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
28.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.1
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.
ZMYM4 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
9.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZMYM4 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
20.5
Number of samples
207
Samples
Sample
Description
TPM
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
33.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
32.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
31.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
