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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.
EIF3L 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
18.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
78.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
64.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
47.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
46.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
44.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
43.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
40.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
40.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
39.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
37.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
36.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
36.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
35.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
35.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
34.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
33.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
32.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
32.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
32.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
32.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
30.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
29.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
29.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
28.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
28.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
28.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
27.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
27.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
27.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
26.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
26.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
26.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
26.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
25.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
25.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
25.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
24.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
23.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
23.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
21.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
EIF3L 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
10.8
Number of samples
486
Samples
Sample
Description
TPM
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
26.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
8.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
8.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
7.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
7.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
7.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
7.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
7.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
7.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
7.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
7.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
6.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
6.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
6.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
6.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
6.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
6.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
6.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
6.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
6.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
6.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
6.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
6.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
6.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
6.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
6.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
6.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
6.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
6.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
6.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
6.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
5.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
5.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
5.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
5.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
5.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
5.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
5.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
5.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
4.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
4.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
3.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
3.5
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.
EIF3L 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
18.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
75.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
68.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
35.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
34.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
29.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
29.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
29.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
28.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
28.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
25.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
25.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
23.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
21.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
20.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
15.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 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.
EIF3L 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
9.7
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
23.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
8.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
7.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
7.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
7.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
7.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
6.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
6.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
6.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
6.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
6.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
5.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
5.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
5.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
5.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
5.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
5.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
4.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
4.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
4.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
3.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
3.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
3.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
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Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
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Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
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Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
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Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
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.