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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.
MALT1 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
3.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
2.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
2.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
1.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 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.
MALT1 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
9.0
Number of samples
486
Samples
Sample
Description
TPM
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
34.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
33.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
8.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
8.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
7.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
7.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
7.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
7.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
7.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
7.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
7.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
7.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
7.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
7.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
7.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
6.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
6.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
6.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
6.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
6.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
6.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
6.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
6.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
6.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
6.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
6.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
6.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
6.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
6.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
6.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
6.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
6.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
6.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
6.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
6.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
6.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
6.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
6.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
6.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
5.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
5.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
5.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
5.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
5.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
5.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
5.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
5.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
5.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
5.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
5.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
5.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
5.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
5.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
5.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
5.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
5.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
5.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
5.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
5.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
5.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
5.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
5.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
5.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
5.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
5.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
5.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
5.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
5.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
5.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
5.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
5.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
5.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
5.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
5.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
5.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
5.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
5.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
5.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
5.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
5.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
5.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
5.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
5.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
5.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
5.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
4.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
4.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
4.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
4.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
4.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
4.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
4.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
4.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
4.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
4.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
4.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
4.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
4.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
4.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
4.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
3.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
3.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
3.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
3.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
3.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
3.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
3.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
3.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
3.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
3.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
2.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
MALT1 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
3.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
2.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
2.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.8
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.
MALT1 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
7.9
Number of samples
207
Samples
Sample
Description
TPM
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
9.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
8.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
8.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
7.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
7.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
7.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
7.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
6.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
6.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
6.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
6.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
6.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
6.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
6.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
6.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
5.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
5.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
5.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
5.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
5.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
5.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
5.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
5.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
5.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
5.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
4.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
4.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
4.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
4.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
4.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
4.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
4.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
4.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
4.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
4.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
4.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
4.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
4.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
4.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
4.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
4.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
4.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
4.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
4.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
3.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
3.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
3.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
3.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
3.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
1.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.7
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.7
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.6
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.6
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.6
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.9
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-1.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
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
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_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
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
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
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
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
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
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_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
067db520-1b1f-4569-9414-e37a6e_D2
Normal
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
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
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
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
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
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_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
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_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
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_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
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
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
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
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
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
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
