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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.
DIP2A is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
DIP2A 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
15.0
Number of samples
486
Samples
Sample
Description
TPM
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DIP2A is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.4
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.
DIP2A 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
14.1
Number of samples
207
Samples
Sample
Description
TPM
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.9
8cc7e656-0152-4359-8566-0581c3
Tumor
0.8
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.8
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
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Normal
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.6
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.7
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.7
b2400046-1d25-429d-a821-6040a6
Tumor
-0.7
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.8
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.8
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.8
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
