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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.
EIF1AD 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
17.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
34.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
30.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
30.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
30.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
30.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
27.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
25.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
25.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
25.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
24.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
23.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
22.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
20.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
20.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
20.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
19.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 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.
EIF1AD 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
28.4
Number of samples
486
Samples
Sample
Description
TPM
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
64.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
54.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
51.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
48.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
44.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
44.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
44.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
42.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
42.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
41.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
41.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
40.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
40.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
40.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
39.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
39.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
39.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
38.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
38.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
38.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
38.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
38.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
38.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
38.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
38.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
38.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
38.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
37.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
37.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
37.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
36.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
36.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
36.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
36.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
36.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
36.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
36.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
35.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
35.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
35.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
35.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
35.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
35.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
35.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
35.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
35.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
34.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
34.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
34.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
34.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
34.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
34.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
34.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
34.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
34.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
34.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
33.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
33.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
33.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
33.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
33.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
33.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
33.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
33.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
33.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
33.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
33.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
33.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
33.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
33.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
33.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
32.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
32.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
32.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
32.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
31.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
31.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
31.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
31.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
31.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
31.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
31.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
31.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
31.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
31.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
31.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
30.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
30.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
30.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
30.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
30.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
30.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
30.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
30.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
30.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
30.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
30.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
30.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
30.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
30.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
29.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
29.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
29.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
29.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
28.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
28.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
28.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
28.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
28.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
27.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
27.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
26.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
25.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EIF1AD 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
17.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
28.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
27.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
27.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
25.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
25.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
23.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
22.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
22.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
21.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
19.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
EIF1AD 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
27.8
Number of samples
207
Samples
Sample
Description
TPM
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
56.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
43.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
39.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
39.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
38.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
38.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
38.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
37.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
37.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
37.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
37.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
37.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
36.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
36.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
36.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
36.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
36.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
36.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
36.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
36.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
36.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
36.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
35.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
35.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
35.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
35.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
34.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
34.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
34.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
34.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
34.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
33.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
33.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
33.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
33.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
33.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
33.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
33.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
33.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
33.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
33.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
33.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
32.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
32.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
32.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
32.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
31.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
31.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
30.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
30.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
30.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
30.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
30.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
30.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
30.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
30.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
29.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
29.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
29.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
28.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
27.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
27.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
26.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
26.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
25.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
1.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.8
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.8
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.8
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.8
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.7
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.7
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.7
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.8
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-1.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
