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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.
ERN1 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
3.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 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.
ERN1 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
12.4
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
74.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
33.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
8.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
8.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
7.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
7.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
7.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
6.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
6.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
6.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
5.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
ERN1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
ERN1 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
11.9
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
31.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
6.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
5.0
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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
