We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
MDM4 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
4.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
39.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
1.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
1.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 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.
MDM4 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
38.8
Number of samples
486
Samples
Sample
Description
TPM
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
76.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
74.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
74.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
68.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
68.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
67.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
67.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
66.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
65.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
64.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
64.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
62.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
62.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
62.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
61.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
61.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
61.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
61.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
61.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
60.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
60.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
59.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
59.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
58.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
58.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
58.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
57.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
57.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
57.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
57.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
57.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
56.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
56.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
55.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
55.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
55.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
55.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
55.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
55.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
55.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
55.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
55.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
54.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
54.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
54.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
53.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
53.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
53.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
53.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
52.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
52.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
52.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
52.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
52.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
52.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
52.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
52.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
51.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
51.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
51.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
51.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
51.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
51.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
50.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
50.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
50.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
50.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
50.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
50.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
50.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
50.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
50.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
50.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
49.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
49.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
49.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
49.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
49.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
49.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
48.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
48.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
48.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
48.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
47.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
47.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
47.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
47.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
47.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
47.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
47.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
47.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
47.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
46.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
46.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
46.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
46.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
46.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
46.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
46.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
46.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
46.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
46.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
46.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
46.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
46.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
45.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
45.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
45.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
45.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
45.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
45.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
45.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
45.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
45.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
45.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
44.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
44.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
44.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
44.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
44.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
44.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
44.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
44.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
44.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
44.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
43.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
43.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
43.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
43.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
43.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
43.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
43.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
43.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
43.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
43.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
43.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
43.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
43.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
43.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
43.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
43.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
43.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
42.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
42.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
42.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
42.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
42.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
42.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
42.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
42.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
42.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
42.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
42.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
42.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
41.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
41.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
41.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
41.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
41.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
41.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
41.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
41.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
41.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
41.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
41.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
41.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
40.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
40.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
40.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
40.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
40.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
40.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
40.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
40.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
40.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
40.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
40.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
40.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
40.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
40.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
40.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
40.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
40.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
40.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
40.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
40.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
40.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
40.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
40.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
40.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
40.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
40.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
40.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
40.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
39.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
39.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
39.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
39.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
39.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
39.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
39.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
39.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
39.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
39.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
39.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
39.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
39.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
39.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
38.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
38.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
38.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
38.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
38.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
38.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
38.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
38.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
38.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
38.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
38.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
38.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
38.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
38.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
38.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
38.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
38.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
38.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
38.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
38.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
38.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
38.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
38.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
38.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
38.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
38.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
38.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
38.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
38.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
37.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
37.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
37.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
37.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
37.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
37.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
37.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
37.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
37.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
37.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
37.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
37.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
37.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
37.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
37.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
37.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
37.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
37.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
37.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
37.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
37.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
36.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
36.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
36.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
36.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
36.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
36.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
36.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
36.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
36.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
36.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
36.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
36.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
36.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
36.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
36.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
36.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
36.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
36.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
36.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
36.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
36.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
36.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
36.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
36.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
35.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
35.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
35.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
35.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
35.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
35.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
35.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
35.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
35.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
35.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
35.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
35.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
35.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
35.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
35.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
35.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
35.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
35.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
35.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
35.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
35.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
35.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
34.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
34.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
34.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
34.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
34.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
34.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
34.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
34.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
34.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
34.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
34.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
34.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
34.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
33.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
33.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
33.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
33.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
33.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
32.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
32.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
32.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
32.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
32.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
32.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
32.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
32.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
32.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
32.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
32.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
32.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
32.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
32.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
32.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
32.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
32.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
32.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
32.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
32.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
32.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
31.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
31.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
31.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
31.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
31.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
31.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
31.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
31.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
31.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
31.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
30.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
30.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
30.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
30.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
30.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
30.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
30.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
29.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
28.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
28.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
MDM4 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
4.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
24.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
2.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
2.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.2
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.
MDM4 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
40.6
Number of samples
207
Samples
Sample
Description
TPM
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
87.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
80.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
67.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
66.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
65.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
63.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
62.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
62.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
60.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
60.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
58.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
57.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
57.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
57.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
57.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
56.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
56.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
54.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
54.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
53.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
53.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
53.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
52.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
52.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
52.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
51.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
51.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
51.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
51.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
51.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
51.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
51.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
50.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
50.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
50.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
50.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
49.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
49.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
49.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
48.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
48.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
48.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
48.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
48.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
48.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
47.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
46.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
46.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
46.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
46.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
45.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
45.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
45.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
45.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
45.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
45.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
45.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
45.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
45.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
44.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
44.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
44.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
44.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
44.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
44.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
44.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
44.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
43.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
43.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
43.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
43.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
43.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
43.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
43.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
43.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
42.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
42.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
42.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
42.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
42.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
42.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
42.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
42.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
41.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
41.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
41.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
41.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
41.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
41.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
41.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
41.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
41.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
41.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
40.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
40.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
40.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
40.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
40.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
40.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
39.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
39.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
39.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
39.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
39.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
39.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
39.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
39.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
39.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
39.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
38.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
38.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
38.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
38.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
38.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
38.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
37.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
37.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
37.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
37.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
37.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
37.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
37.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
37.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
37.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
37.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
37.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
37.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
37.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
36.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
36.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
36.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
36.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
36.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
36.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
35.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
35.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
35.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
35.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
35.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
35.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
34.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
34.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
34.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
34.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
34.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
33.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
33.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
33.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
33.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
33.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
32.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
32.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
32.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
32.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
32.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
31.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
31.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
31.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
31.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
31.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
31.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
31.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
31.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
31.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
30.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
30.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
30.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
30.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
29.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
29.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
29.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
29.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
28.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
25.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
24.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.0
Show allShow less
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
