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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.
MBNL3 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
2.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
1.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 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.
MBNL3 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
26.8
Number of samples
486
Samples
Sample
Description
TPM
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
75.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
67.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
64.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
63.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
60.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
59.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
59.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
57.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
56.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
56.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
56.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
56.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
54.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
50.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
50.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
49.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
49.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
48.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
48.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
48.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
47.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
47.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
46.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
46.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
46.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
46.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
45.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
45.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
45.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
44.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
44.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
44.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
44.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
44.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
44.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
44.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
44.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
43.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
42.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
42.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
42.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
42.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
41.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
41.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
41.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
41.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
40.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
40.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
40.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
40.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
40.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
40.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
40.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
39.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
39.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
39.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
39.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
39.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
38.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
38.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
38.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
38.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
38.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
37.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
37.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
37.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
37.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
37.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
37.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
37.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
37.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
36.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
36.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
36.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
36.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
36.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
36.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
35.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
35.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
35.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
35.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
35.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
35.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
35.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
35.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
34.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
34.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
34.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
34.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
34.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
34.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
34.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
33.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
33.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
33.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
33.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
33.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
33.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
33.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
33.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
33.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
33.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
33.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
33.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
32.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
32.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
32.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
32.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
32.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
32.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
32.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
32.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
31.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
31.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
31.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
31.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
31.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
30.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
30.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
30.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
30.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
30.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
29.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
29.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
29.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
29.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
29.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
28.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
28.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
27.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
27.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
23.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
4.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MBNL3 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
3.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
1.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.5
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.
MBNL3 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
23.7
Number of samples
207
Samples
Sample
Description
TPM
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
73.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
66.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
59.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
56.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
51.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
48.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
46.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
45.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
43.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
40.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
39.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
38.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
38.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
38.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
37.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
37.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
37.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
36.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
36.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
35.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
35.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
34.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
34.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
34.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
34.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
34.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
33.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
32.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
32.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
31.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
30.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
30.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
28.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
28.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
27.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
27.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
26.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
