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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MAML2 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
4.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
2.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 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.
MAML2 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
20.0
Number of samples
486
Samples
Sample
Description
TPM
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
48.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
47.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
41.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
40.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
39.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
38.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
36.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
36.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
35.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
35.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
34.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
34.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
34.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
33.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
33.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
33.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
33.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
31.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
31.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
31.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
31.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
31.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
31.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
30.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
30.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
30.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
30.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
29.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
28.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
28.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
28.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
27.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
27.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
26.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
7.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
6.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
6.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
4.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
3.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MAML2 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
4.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.5
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-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.1
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.
MAML2 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
19.2
Number of samples
207
Samples
Sample
Description
TPM
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
39.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
34.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
34.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
34.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
33.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
33.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
31.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
30.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
27.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
5.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
