We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
EIF2AK4 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
31.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
30.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
29.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
27.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
26.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
25.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
22.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
21.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
18.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 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.
EIF2AK4 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
24.2
Number of samples
486
Samples
Sample
Description
TPM
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
45.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
41.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
41.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
38.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
38.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
37.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
36.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
36.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
35.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
35.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
35.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
34.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
33.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
33.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
32.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
32.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
31.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
31.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
30.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
30.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
30.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
30.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
30.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
29.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
27.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
27.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
EIF2AK4 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
14.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
28.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
26.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
20.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 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.
EIF2AK4 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
23.1
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
93.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
36.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
36.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
35.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
34.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
32.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
30.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
29.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
28.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.3
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
2.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
1.7
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
1.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.9
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.8
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.8
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.8
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.7
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.6
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.5
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.7
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.7
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.9
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-1.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-1.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-1.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-1.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-1.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-1.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.7
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-1.9
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-2.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-2.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
