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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.
NFKBIE 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
14.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
43.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
41.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
36.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
34.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
29.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
28.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
28.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
28.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
27.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
26.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
26.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
26.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
25.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
25.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
24.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
24.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
24.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
24.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
21.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
21.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
20.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 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.
NFKBIE is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.5
Number of samples
486
Samples
Sample
Description
TPM
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
77.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
56.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
45.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
36.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
35.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
7.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
7.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
7.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
7.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
7.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
7.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
7.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
6.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
6.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
6.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
6.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
6.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
6.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
6.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
6.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
6.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
5.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
5.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
5.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
5.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
5.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
5.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
5.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
5.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
5.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
5.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
5.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
4.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
4.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
4.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
NFKBIE 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
15.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
47.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
29.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
29.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
28.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
27.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
26.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
25.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
24.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
20.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
19.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 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.
NFKBIE is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.4
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
36.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
7.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
6.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
5.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
5.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
5.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
5.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
5.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
5.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
1.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
1.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
1.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.8
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.8
1c070992-647b-4173-a481-904c4d_D2
Normal
0.7
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.7
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
