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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.
NOTCH2NLA is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
35.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
2.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
1.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
1.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
1.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 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.
NOTCH2NLA is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.7
Number of samples
486
Samples
Sample
Description
TPM
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
46.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
45.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
42.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
39.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
39.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
38.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
38.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
36.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
36.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
36.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
36.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
36.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
36.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
34.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
34.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
34.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
33.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
32.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
32.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
32.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
32.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
32.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
31.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
31.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
29.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
28.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
28.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
28.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NOTCH2NLA 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
2.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
2.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
2.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
1.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
1.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
1.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
1.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
1.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
1.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
1.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NOTCH2NLA 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
21.1
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
40.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
39.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
37.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
35.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
34.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
32.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
32.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
32.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
31.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
30.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
29.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
28.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
27.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
25.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
24.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
