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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.
NEBL 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
2.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
3.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
2.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
2.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
2.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
1.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
1.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
1.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
1.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
1.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
1.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
1.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
1.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
1.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
1.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
1.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
1.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
1.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
1.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
1.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
1.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
1.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
1.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
1.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
1.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
1.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
1.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
1.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
0.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
0.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
0.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
0.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
0.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
0.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 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.
NEBL 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
16.9
Number of samples
486
Samples
Sample
Description
TPM
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
48.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
46.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
45.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
44.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
40.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
40.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
39.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
38.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
38.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
37.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
37.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
36.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
35.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
35.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
35.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
33.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
32.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
32.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
32.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
30.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
7.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
7.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
6.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
6.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
6.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
6.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
5.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
5.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
5.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
5.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
5.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
5.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
5.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
5.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
4.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
4.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
4.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
4.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
3.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
2.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
2.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
2.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
2.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
2.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
2.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
1.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
1.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
1.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
1.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
1.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
0.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
0.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
0.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NEBL is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
2.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
2.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
1.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
1.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
1.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
1.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
1.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
1.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
1.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
1.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
1.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
0.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
0.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
0.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
0.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NEBL 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
16.9
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
43.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
41.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
34.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
30.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
30.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
29.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
29.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
28.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
28.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
26.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
6.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
6.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
5.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
5.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
5.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
4.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
3.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
3.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
0.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
1.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.9
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.8
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.6
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.6
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.6
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.6
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.6
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.6
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.6
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.6
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.7
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.7
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.7
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.7
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.7
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.7
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.7
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.7
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.7
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.7
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.8
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.8
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.8
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.8
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.8
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.8
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.8
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.8
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.9
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.9
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.9
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.9
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.9
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-1.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-1.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-1.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-1.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-1.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-1.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-1.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-1.5
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
